IEEE NSW CIS Chapter Seminar & UTS Research Seminar
2024-05-09 14:00 - 15:30 (Australia/Sydney) | CB11.09.118, University of Technology Sydney, Broadway, Ultimo, 2007, Ultimo, New South Wales, Australia, 2007
Language agents, designed to interact with their environment and achieve goals through natural language, traditionally rely on Reinforcement Learning (RL). The emergence of Large Language Models (LLMs) has expanded their capabilities, offering greater autonomy and adaptability. However, there's been little attention on augmenting the morality of these agents. RL agents are often programmed with a focus on specific goals, neglecting moral consequences, while LLMs might incorporate biases from their training data, which could lead to immoral behaviours in practical applications. This presentation introduces our latest research endeavors focused on enhancing both the task performance and ethical conduct of language agents involved in intricate interactive tasks.
For RL agents, we use text-based games as a simulation environment, mirroring real-world complexities with embedded moral dilemmas. Our objective thus extends beyond improving game performance to developing agents that exhibit moral behaviour. We first develop a novel algorithm that boosts the moral reasoning of RL agents using a moral-aware learning module, enabling adaptive learning of task execution and ethical behavior. Cconsidering the implicit nature of morality, we further integrate a cost-effective human-in-the-loop strategy to guide RL agents toward moral decision-making. This method significantly reduces the necessary human feedback, demonstrating that minimal human input can enhance task performance and diminish immoral behaviour.
Shifting focus to LLM agents, we begin with a comprehensive review of morality in LLM research, scrutinizing their moral task performance, alignment strategies for moral incorporation, and the evaluation metrics provided by existing datasets and benchmarks. We then explore how LLM agents can improve their moral decision-making through reflection. Our experiments, conducted within text-based games, show that integrating reflection enables LLM agents to make more ethical decisions when confronted with moral dilemmas.
Speaker(s): Ling Chen
CB11.09.118, University of Technology Sydney, Broadway, Ultimo, 2007, Ultimo, New South Wales, Australia, 2007

¡Webinar Informativo para convocatoria Sede IEEE STEP Ecuador 2024!
2024-05-09 20:00 - 22:00 (America/Chicago) | Virtual: https://events.vtools.ieee.org/m/420099
🗓️ Fecha: Jueves 09 de mayo 2024
🕒 Hora: 20:00 (GTM-5)
En este evento, exploraremos cómo IEEE STEP impulsa el liderazgo y las habilidades profesionales de los estudiantes y jóvenes profesionales. Descubre los beneficios, oportunidades y experiencias que este programa ofrece para tu desarrollo profesional.
🔹 Aprende sobre IEEE STEP y cómo puede ayudarte en tu carrera.
🔹 Participa en una sesión interactiva de preguntas y respuestas.
Virtual: https://events.vtools.ieee.org/m/420099

Zero downtime architecture, Digital Transformation
2024-05-10 12:00 - 13:00 (US/Eastern) | Virtual: https://events.vtools.ieee.org/m/409452
For near zero downtime experience, applications should be able to perform automated application and database failover with minimum manual intervention. In this webinar we will talk about a cloud native template architecture that enterprise applications can incorporate to be highly available and evaluate techniques to perform automatic database failover for a near zero downtime experience.
Speaker(s): Antra,
Virtual: https://events.vtools.ieee.org/m/409452

IEEE WIE/YP Social
2024-05-10 18:00 - 20:00 (America/New_York) | 2108 E Fowler Ave, Tampa, Florida, United States
Calling all Women in Engineering and young Professionals
Come join us to meet other students and engineers in your profession.
FRIDAY, May 10th, 6Pm-8Pm
Miller’s Ale House
2108 E Fowler Ave, Tampa, FL 33612
2108 E Fowler Ave, Tampa, Florida, United States

Day 1 "Satellite Conference Centres for International Conference on Robotics and Automation (ICRA) 2024, Yokohama, Japan, 14 - 16 May 2024"
2024-05-14 04:30 - 15:00 (Asia/Kolkata) | Room: NA-203, Bldg: Nalanda Complex, IEEE Office, IIT Kharagpur, Kharagpur, West Bengal, India, 721302
Dear All,
We are bringing the ICRA experience to roboticists around the world via remote Satellite Conference Centres. IEEE Kharagpur Section will act as a Satellite Conference Centre for ICRA 2024.
This satellite conference centre is organized by IEEE Kharagpur Section in collaboration with IEEE YP AG Kharagpur Section. We welcome you all to register for this event and witness the world’s one of the best conferences in the field of robotics and automation.
Program Overview:
https://2024.ieee-icra.org/program/#Program-Overview
Plenary Sessions:
https://2024.ieee-icra.org/program/#Plenary-Talks
Keynote Sessions:
https://2024.ieee-icra.org/program/#Keynote-Talks
Agenda:
Program Overview:
https://2024.ieee-icra.org/program/#Program-Overview
Plenary Sessions:
https://2024.ieee-icra.org/program/#Plenary-Talks
Keynote Sessions:
https://2024.ieee-icra.org/program/#Keynote-Talks
Room: NA-203, Bldg: Nalanda Complex, IEEE Office, IIT Kharagpur, Kharagpur, West Bengal, India, 721302

IEEE Tech Talk: Getting Started with Systems Engineering and Requirements Management
2024-05-14 17:30 - 18:50 (America/Los_Angeles) | Room: Room # Stuart T. Rolfe Community Room , Bldg: Admissions and Alumni Building,, Seattle University, 824 12th Ave, Seattle, WA 98122, Seattle, Washington, United States, 98122, Virtual: https://events.vtools.ieee.org/m/420698
In today's engineering environment the need for requirements and requirements management is a given. Any industry can benefit from the use of Systems Engineering. Good requirements help keep projects on track, ensure the needs of the customer/user are met, and provide a baseline for the V&V team. A good process and tool can prevent scope creep as changes are managed and traced. This talk will describe best practices in getting started with requirements management tools. While many tools are introduced as silver bullets, the reality is that the introduction of a process and tool takes time and effort to learn and impacts processes. Schedules will likely expand and not compress on the first project to use a tool. I'll walk through an example of how introducing SE can help a company focus on results and create an efficient process to document projects and build the required deliverables.
Co-sponsored by: Seattle University Student Chapter
Speaker(s): Paul Kostek
Agenda:
5.30 PM to 6.00 PM Networking and Dinner
6.00 PM to 6.50 PM Techtalk
Room: Room # Stuart T. Rolfe Community Room , Bldg: Admissions and Alumni Building,, Seattle University, 824 12th Ave, Seattle, WA 98122, Seattle, Washington, United States, 98122, Virtual: https://events.vtools.ieee.org/m/420698

Networking Night - hosted by the IEEE Orange County Section
2024-05-14 18:30 - 20:00 (America/Los_Angeles) | Sgt. Pepperoni's Pizza Store, 4533 Campus Dr, Irvine, California, United States, 92612
Networking Night
hosted by the IEEE Orange County Section
Join us for an in-person networking event for meet-and-greet with members of the IEEE Orange County Section.
Food will be provided. Register to allow for proper planning.
(Include any dietary restrictions during registration to allow organizers to adjust orders. We'll make an effort to meet your needs, but requests are not guaranteed)
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Sgt. Pepperoni's Pizza Store, 4533 Campus Dr, Irvine, California, United States, 92612

Young Professionals Networking Session at World Forum on Public Safety Technology Conference
2024-05-14 19:00 - 20:00 (America/New_York) | Room: Follow signage in the hotel lobby to WF-PST, Bldg: Hyatt Regency Dulles, 2300 Dulles Corner Blvd, Herndon, Virginia, United States
Connect with like-minded professionals and broaden your network! Join us at the World Forum on Public Safety Technology (https://ieee-wfpst.org) to mingle with fellow Young Professionals from Northern Virginia and beyond. Enjoy delicious hors d'oeuvres and your first drink is complimentary! Don't miss out on this opportunity to expand both your professional and social circles.
Co-sponsored by: World Forum on Public Safety Technology Conference
Room: Follow signage in the hotel lobby to WF-PST, Bldg: Hyatt Regency Dulles, 2300 Dulles Corner Blvd, Herndon, Virginia, United States

Day 2 "Satellite Conference Centres for International Conference on Robotics and Automation (ICRA) 2024, Yokohama, Japan, 14 - 16 May 2024"
2024-05-15 04:30 - 15:00 (Asia/Kolkata) | Room: NA-203, Bldg: Nalanda Complex, IEEE Office, IIT Kharagpur, Kharagpur, West Bengal, India, 721302

Strategies for Excellence in Academic Research and Publication
2024-05-15 11:00 - 12:00 (America/Regina) | Room: ED 438, Bldg: Education Building, University of Regina, 3737 Wascana Pkwy , Regina, Saskatchewan, Canada, S4S0A2
This seminar aims to share various tips and best practices to achieve excellence in academic research. The talk will start with discussing how to perform research that creates an impact to the community. It will be followed by discussions on how to write up that research in a way that will attract audiences to read your articles. We will then discuss how to make oral presentations that will get your idea across to your audiences and attract collaborations. Finally, we will talk about academic integrity and ethical academic practices.
Speaker(s): Kin-Choong,
Agenda:
–
Introduction
–
How to conduct Impactful Research
–
Essentials in Academic Writing
–
Tips on making Scholarly Presentations
–
Notes on Ethical Academic Practices
– Q&A
– Refreshments
Room: ED 438, Bldg: Education Building, University of Regina, 3737 Wascana Pkwy , Regina, Saskatchewan, Canada, S4S0A2

Prueba Registro Taller Redacción de Artículos Científicos - YP R9 - CONCAPAN 2024
2024-05-15 11:00 - 2024-05-16 23:00 (America/Guatemala) | Virtual: https://events.vtools.ieee.org/m/420868
Prueba Registro Taller Redacción de Artículos Científicos – YP R9 – CONCAPAN 2024
Descripción
Co-sponsored by: CONCAPAN Costa Rica 2024
Agenda:
Agenda
Virtual: https://events.vtools.ieee.org/m/420868

CIS: Phenomenology Based Missile Classification using Radar Micro-Doppler Processing
2024-05-15 18:00 - 19:30 (America/Denver) | Virtual: https://events.vtools.ieee.org/m/420035
This presentation will communicate new methods to measure the physical dimensions of structures of rotating objects observed by radar systems. Using a pure CW waveform, it is possible to dimension structures that are rotating in the Doppler dimension by exploiting Micro-doppler cyclic signal processing methods that allow for the replacement of absolute time with the relative periodicity of a rigid body rotating structure across a fixed axis. The formulaic breakdown is given to determine a rotating object’s rotation rate, main body diameter, fin/stabilizer lengths, and the number of fins/scatterers on a rigid body with high precision that is not dependent on the range resolution of the radar. An example that shows dimension determination using live data from an artillery round and a terrier-sounding rocket will be provided and discussed.
Co-sponsored by: James Gowans
Speaker(s): Dr. Tod M. Schuck,
Virtual: https://events.vtools.ieee.org/m/420035

Day 3 "Satellite Conference Centres for International Conference on Robotics and Automation (ICRA) 2024, Yokohama, Japan, 14 - 16 May 2024"
2024-05-16 04:30 - 15:00 (Asia/Kolkata) | Room: NA-203, Bldg: Nalanda Complex, IEEE Office, IIT Kharagpur, Kharagpur, West Bengal, India, 721302

I Meeting of Engineering, Technology and Health (I Encontro de Engenharia, Tecnologia e Saúde)
2024-05-16 08:00 - 2024-05-17 18:00 (America/Sao_Paulo) | Brasilia, Distrito Federal, Brazil, Virtual: https://events.vtools.ieee.org/m/401855
The event held in partnership with the Professional Joint Chapter IEEE EMBS/EDS/MTT-S Central-North Brazil, the Graduate Program in Biomedical Engineering (PPGEB/FGA/UnB), the UnB Student Branch, the EMBS UnB Student Chapter, Wie UnB, IEEE Central-North Brazil Section, and other collaborators will enable interaction among the target audience, particularly with the participation of highly qualified speakers.
Co-sponsored by: Graduate Program in Biomedical Engineering-PPGEB-FGA/UnB
Agenda:
Mark your calendars for May 16-17, 2024, and be part of this transformative experience! #EngineeringTechnologyHealth #InnovationInHealth #Networking #MedicalDevices #HealthcareInnovation
Brasilia, Distrito Federal, Brazil, Virtual: https://events.vtools.ieee.org/m/401855

IEEE NY Joint ComSoc & VTS Technology Forum : Technological advances of Security Cameras for the Vehicular and Mass Transit Industry
2024-05-16 17:00 - 18:00 (America/New_York) | One Penn Plaza, 4th Floor, New York, New York, United States, 10119, Virtual: https://events.vtools.ieee.org/m/419377
In this talk, we will discuss technology and modern day application of security cameras in today’s Metro society. We will focus on examples of Hanwha’s eco system of products such as single and multi-sensor security cameras. We will also discuss edge based second generation Artificial Intelligence used to reduce false alarms, enhance detection while increasing real-time analytics. These types of analytics have the ability to utilize ones VMS more-so for EIM (Emergency Incident Management) vs forensic search (data presented after the event). We will also be discussing how Hanwha has closed the gap on our ecosystem by utilizing such cameras and analytics along with our VMS, audio speakers, monitors, servers and access control (hard partnership with Lenel/S2). Our discussion will also touch upon specialty cameras for continuous monitoring such as thermals, anti-ligature cameras and explosion proof cameras.
Speaker(s): , Elliott Shem-Tov, John Sprague
One Penn Plaza, 4th Floor, New York, New York, United States, 10119, Virtual: https://events.vtools.ieee.org/m/419377

IEEE PCJS DL “Continuum Robots” by Prof. Dr. Burgner-Kahrs
2024-05-16 19:00 - 21:00 (America/New_York) | Virtual: https://events.vtools.ieee.org/m/418861
Hello,
Webex PCNJ invites you to join this WebEx meeting.
IEEE PCJS DL “Continuum Robots” by Prof. Dr. Burgner-Kahrs
Thursday, May 16, 2024
6:45 pm | Eastern Daylight Time (New York, GMT-04:00) | 2 hrs
(https://ieeemeetings.webex.com/ieeemeetings/j.php?MTID=m0d519da85d82588bc18a02a15bd83ba9)
https://ieeemeetings.webex.com/ieeemeetings/j.php?MTID=m0d519da85d82588bc18a02a15bd83ba9
Meeting number: 2533 281 0850
Meeting password: [REDACTED]
Join from a video conferencing system or application
Dial 25332810850@ieeemeetings.webex.com
You can also dial 173.243.2.68 and enter your meeting number.
To dial from an IEEE Video Conference System: *1 2533 281 0850
Join by phone
+1-415-655-0002 United States Toll
1-855-282-6330 United States Toll Free
Access code: [REDACTED] 281 0850
(https://ieeemeetings.webex.com/ieeemeetings/globalcallin.php?MTID=m85dfaca8f2a1a1993db67730eca01941) | (https://cisco.com/go/toll-free-dialing-restrictions)
(https://ieeemeetings.webex.com/ieeemeetings/j.php?MTID=m3646ee0fc7ae677d776ef3d26f19e894) to your calendar. (Cannot add from mobile devices.)
Virtual: https://events.vtools.ieee.org/m/418861

The Unintentional Business Owner
2024-05-17 12:00 - 13:00 (US/Eastern) | Virtual: https://events.vtools.ieee.org/m/409669
Learn how this former team player started her own company, got plenty of work, and discovered the joy of running her own business. You’ll learn the steps she used to start her business, and how she got plenty of work to keep it going.
Speaker(s): Theresa,
Virtual: https://events.vtools.ieee.org/m/409669

Celebración por el día del Internet
2024-05-17 17:00 - 18:00 (America/Lima) | Room: Coworking StartUPS Cuenca, Bldg: Juan Bottasso, Calle Vieja 12-30, Av. Turuhuayco, Cuenca, Azuay, Ecuador, 010202
¡🌐 Únete a nuestro conversatorio sobre el Día del Internet! 🚀
¿Cuándo? 🗓️ 17 de mayo de 2024
¿Hora? ⏰ 5:00 PM – 6:00 PM
¿Dónde? 📍 Coworking StartUPS Cuenca
En este encuentro, exploraremos cómo el internet está transformando nuestra sociedad, conectando a las personas y creando nuevas oportunidades. 💡
¡Discutiremos temas 🔍 como:
Tips para navegar seguro 🛡️
¡No te pierdas esta oportunidad de aprender más sobre el papel del internet en nuestras vidas! 🌍
Co-sponsored by: Universidad Politécnica Salesiana, Coworking StartUPS
Room: Coworking StartUPS Cuenca, Bldg: Juan Bottasso, Calle Vieja 12-30, Av. Turuhuayco, Cuenca, Azuay, Ecuador, 010202

Monthly IA-IL Section Social #2024 - May Third Friday Meet Up
2024-05-17 17:30 - 20:00 (America/Chicago) | Five Cities Brewery , Bettendorf, Iowa, United States, 52722
"Cybersocial Third Friday" is a monthly reoccurring networking/social meetup hosted by the IEEE R4 Iowa-Illinois Section and Computer Society Chapter. Join us for social hour and see your friends and colleagues. Cybersocial is a monthly event held the third Friday of each month.
You don't need to be a Computer Society member or even an IEEE member to join us. Open to all engineers and technical professionals.
[]
Agenda:
We plan to meet IN PERSON at Five Cities in Bettendorf.
Five Cities Brewery , Bettendorf, Iowa, United States, 52722

IEEE Denver Picnic Party - Celebrating 109 Years
2024-05-18 11:00 - 14:00 (America/Denver) | Bldg: Picnic Site 1, Bear Creek Park 1, Denver, Colorado, United States, 80227
Did you know that this May 18th, IEEE has been in Denver for 109 years? To celebrate it, we are hosting a picnic party for IEEE members, family, and friends! We will be providing food, drinks, desserts (read: cake), games, and prizes – Come meet other engineers in the area!
Time: Saturday, May 18, 2024 (11:00am – 2:00pm)
Venue: (https://maps.app.goo.gl/M7xBYwhmQPyFFQmV7?g_st=ic) Denver, CO 80227 (not to be confused with Bear Creek Lake Park) – refer map below (picnic site highlighted in blue box, parking areas highlighted in red boxes)
Please let us know if you have any dietary preferences in the registration form.
[]
Bldg: Picnic Site 1, Bear Creek Park 1, Denver, Colorado, United States, 80227

Overleaf Workshop in 2024
2024-05-18 13:30 - 16:30 (Asia/Tokyo) | Room: Medium Lecture Room, Bldg: Graduate School of Information Sciences, 6-6, Aramaki Aoba, Aoba, , Sendai, Miyagi, Japan, 980-8579 , Virtual: https://events.vtools.ieee.org/m/418310
Overleaf is an online LaTeX editor that can be used in a browser and does not require a complex environment to build. The goal is to have the first opportunity to introduce Overleaf, where you can collaboratively edit an IEEE article template and understand how to use it easily. Note that this event is held only in Japanese.
[]
Co-sponsored by: Sendai Sect. YP AG, Tokyo Sect. YP AG and Japan Council
Speaker(s): Prof. Jun Shiomi, Mr. Shota Toyooka, Mr. Nobuo Aoki
Agenda:
– Opening remarks
– Explanation of how to proceed with this WS
– Lecture 1: How to use Overleaf
– Lecture 2: LaTeX grammar
– Lecture 3: Introduction to integration tools and backup methods
– Activity introduction of IEEE Kansai YP
– Closing remarks
Room: Medium Lecture Room, Bldg: Graduate School of Information Sciences, 6-6, Aramaki Aoba, Aoba, , Sendai, Miyagi, Japan, 980-8579 , Virtual: https://events.vtools.ieee.org/m/418310

Overleaf Workshop in 2024
2024-05-18 13:30 - 16:30 (Asia/Tokyo) | Room: Medium Lecture Room, Bldg: Graduate School of Information Sciences, 6-6, Aramaki Aoba, Aoba, , Sendai, Miyagi, Japan, 980-8579 , Virtual: https://events.vtools.ieee.org/m/418310
(Note that this event is held only in Japanese.)
Overleaf is an online LaTeX editor that can be used in a browser and does not require a complex environment to build. The goal is to have the first opportunity to introduce Overleaf, where you can collaboratively edit an IEEE article template and understand how to use it easily.
[]
This event is co-organized by (https://ieee-jp.org/section/sendai/AG/yp/), (http://www.ieee-jp.org/tokyogold/) and (http://ieee-jp.org/).
This event is supported by Kansai Sect. (https://www.ieee-jp.org/section/kansai/organization/lmag/) and (https://www.ieee-jp.org/section/kansai/organization/WIE/), (https://ieeer10-hsf-yp.github.io/www/), (https://ieee-jp.org/section/nagoya/nagoyaYp/ja/index.html), and (https://r10.ieee.org/sapporo-yp/).
Co-sponsored by: Sendai Sect. YP AG, Tokyo Sect. YP AG and Japan Council
Speaker(s): Prof. Jun Shiomi, Mr. Shota Toyooka, Mr. Nobuo Aoki
Agenda:
– Opening remarks
– Explanation of how to proceed with this WS
– Lecture 1: How to use Overleaf
– Lecture 2: LaTeX grammar
– Lecture 3: Introduction to integration tools and backup methods
– Activity introduction of IEEE Kansai YP
– Closing remarks
Room: Medium Lecture Room, Bldg: Graduate School of Information Sciences, 6-6, Aramaki Aoba, Aoba, , Sendai, Miyagi, Japan, 980-8579 , Virtual: https://events.vtools.ieee.org/m/418310

Dr Robert Wilson, Nobel Laureate: Celebration 60th Anniversary 1st Measure of Cosmic Microwave Background Radiation CMB Big Bang Origins of the Universe
2024-05-20 11:00 - 16:00 (America/New_York) | Bldg: A2, AT&T Science and Technology Innovation Center and Museum, 200 S Laurel Ave., Middletown Township, New Jersey, United States
(https://www.nobelprize.org/prizes/physics/1978/wilson/biographical/)
"ANTENNA AND PROPAGATION SOCIETY, COMMUNICATION SOCIETY, AND COMPUTER SOCIETY, AND IEEE REGION 1", Cosponsor the Event on 20 May — 60th Anniversary 1st Measure of Cosmic Microwave Background Radiation
(https://www.nobelprize.org/prizes/physics/1978/wilson/biographical/)
Dr Robert Woodrow Wilson, Nobel Laureate, and the Community Celebrate: 60th Anniversary of the 1st Measure of Cosmic Microwave Background Radiation CMB of the Big Bang Origins of the Universe at the AT&T Labs Science and Technology Innovation Center & Museum, 200 S Laurel Ave Middletown New Jersey.
AT&T Labs, NOKIA Bell Labs, Radio Club of America (RCA), Holmdel Township, Community Members, and everyone will collaborate to Celebrate with Dr Robert Woodrow Wilson.
Many Leaders and luminaries in the field will participate, present, and send their messages to us at this one-of-a-kind Event, A Day at the Museum. If you cannot attend, please send a good-wishing message to the organizers.
STEM Students are invited to Lunch, Meet, and Greet Leaders and Luminaries who will encourage future generations to find their passion. Reach out to arrange for your Students.
A Watch Party will provide opportunities to view recorded History and meet and greet.
Featured guests will say a few words to Commemorate the Historic importance of the Day.
Thank you to our Hosts and Collaborators.
Thank you, all.
Refreshments will be served.
Venue Address/Location[]
Contact Persons:
Tom Willis, Email: tmwillis@att.com
Tito Bastianelli, Email: tb9065@att.com
Theodore Sizer (Nokia – US), Email: theodore.sizer@nokia-bell-labs.com
Ajay Poddar, Email: akpoddar@ieee.org
Anisha Apte, Email: anisha_apte@ieee.org
Co-sponsored by: "ANTENNA AND PROPAGATION SOCIETY, COMMUNICATION SOCIETY, AND COMPUTER SOCIETY", AND IEEE REGION 1 Cosponsor the Event on 20 May — 60th Anniversary 1st Measure of Cosmic Microwave Background Radiation
Agenda:
12:00 PM STEM Lunch with Leaders & Luminaries
Watch Party
A Day at the Museum
Dr Robert Woodrow Wilson, Nobel Laureate: Celebrates 60th Anniversary 1st Measure Cosmic Microwave Background Radiation CMB
Wind down 4 PM
Bldg: A2, AT&T Science and Technology Innovation Center and Museum, 200 S Laurel Ave., Middletown Township, New Jersey, United States

3. delavnica NVIDIA: Prilagoditev globokega učenja CUDA za aplikacije C++ na več vozlišč
2024-05-21 10:00 - 18:00 (Europe/Ljubljana) | Virtual: https://events.vtools.ieee.org/m/408288
Opis: Na tej delavnici se boste naučili orodij in tehnik, potrebnih za pisanje aplikacij CUDA C++, ki se lahko učinkovito prilagajajo gručam grafičnih procesorjev NVIDIA. To boste storili z delom na kodi iz več aplikacij CUDA C++ v interaktivnem okolju v oblaku, ki ga podpira več grafičnih procesorjev NVIDIA. Izpostavili se boste peščici programskih metod z več GPE-ji, vključno z vmesnikom za posredovanje sporočil (MPI), ki podpira CUDA, preden nadaljujete z glavnim poudarkom tega tečaja, NVSHMEM TM.
Podrobnejši opis: Današnje visokozmogljivo računalništvo (HPC) in aplikacije za globoko učenje koristijo in celo zahtevajo računalniško moč GPE na ravni gruče. Pisanje aplikacij CUDA®, ki lahko pravilno in učinkovito uporabljajo grafične procesorje v gruči, zahteva poseben nabor veščin. Na tej delavnici se boste naučili orodij in tehnik, potrebnih za pisanje aplikacij CUDA C++, ki se lahko učinkovito prilagajajo gručem grafičnih procesorjev NVIDIA. To boste storili z delom na kodi iz več aplikacij CUDA C++ v interaktivnem okolju v oblaku, ki ga podpira več grafičnih procesorjev NVIDIA. Izpostavili se boste peščici programskih metod z več GPE-ji, vključno z vmesnikom za posredovanje sporočil (MPI), ki podpira CUDA, preden nadaljujete z glavnim poudarkom tega tečaja, NVSHMEM TM. NVSHMEM je vmesnik za vzporedno programiranje, ki temelji na OpenSHMEM, ki zagotavlja učinkovito in razširljivo komunikacijo za gruče GPE NVIDIA. NVSHMEM ustvari globalni naslovni prostor za podatke, ki obsegajo pomnilnik več grafičnih procesorjev in se do njih lahko dostopa s podrobnimi operacijami, ki jih sproži GPE, operacijami, ki jih sproži CPE, in operacijami na tokovih CUDA. NVSHMEM-ovi asinhroni prenosi podatkov, ki jih sproži GPE, odpravljajo stroške sinhronizacije med CPE in GPE. Omogočajo tudi dolgo delujoča jedra, ki vključujejo komunikacijo in računanje, s čimer zmanjšajo režijske stroške, ki lahko omejijo delovanje aplikacije pri močnem skaliranju. NVSHMEM je bil zelo učinkovito uporabljen v sistemih, kot je superračunalnik Summit v Oak Ridge Leadership Computing Facility (OLCF), superračunalnik Sierra nacionalnega laboratorija Lawrence Livermore in NVIDIA DGX TM A100.
Gradivo delavnice in naloge je v angleščini, predavanja pa bodo potekala v slovenskem jeziku.
Potek izobraževanja: Delavnica bo potekala v interaktivnem oblačnem okolju z dostopom preko brskalnika.
Zahtevnost: Napredna
Jezik: Slovenski
Priporočeno predznanje: Podrobnejše znanje programskega jezika Python in programskih knjižnic za izdelavo modelov strojnega učenja. Podrobnejše znanje teoretičnih in praktičnih vidikov izdelave globokih nevronskih mrež.
Ciljna publika: Študenti, akademiki in praktiki, ki jih zanimajo generativni modeli umetne inteligence.
Na izobraževanju pridobljena znanja:
–
Srednje izkušnje s pisanjem aplikacij CUDA C/C++.
–
Predlagane delavnice za izpolnjevanje predpogojev:
– Osnove pospešenega računalništva s CUDA C/C++.
– Pospeševanje aplikacij CUDA C++ z več grafičnimi procesorji.
– Pospeševanje aplikacij CUDA C++ s sočasnimi tokovi.
– Skaliranje delovnih obremenitev v več grafičnih procesorjih s CUDA C++
Omejitev števila udeležencev: 20
Virtualna lokacija: MS Teams
Speaker(s): Domen Verber, Jani Dugonik
Agenda:
Delavnica: Prilagoditev globokega učenja CUDA za aplikacije C++ na več vozlišč – May 21,
2024 – May 21, 2024, MS Teams.
Daily Program: Tuesday, May 21, 2024
Session: Uvod (Spoznajte inštruktorja. Ustvarite račun na courses.nvidia.com/join.
Spoznajte svoje interaktivno okolje JupyterLab, ki ga pospešuje GPE.)
Time and Place: (10:00 AM – 10:15 AM)
Conveners: Domen Verber; Jani Dugonik
Session: Paradigme programiranja z več GPE (Raziščite več tehnik za programiranje
aplikacij CUDA C++ za več grafičnih procesorjev z uporabo Monte Carlo približka programa
CUDA C++. – Uporabite CUDA za uporabo več grafičnih procesorjev. – Naučite se omogočiti
in uporabljati neposredno pomnilniško komunikacijo enakovrednih. – Napišite različico
SPMD z MPI, ki podpira CUDA. )
Time and Place: (10:15 AM – 12:15 PM)
Session: Odmor
Time and Place: (12:15 PM – 1:15 PM)
Session: Uvod v NVSHMEM (Naučite se pisati kodo z NVSHMEM in razumeti njegov simetrični
spominski model. – Uporabite NVSHMEM za pisanje kode SPMD za več grafičnih procesorjev.
– Uporabite simetrični pomnilnik, da vsem GPE omogočite dostop do podatkov na drugih
GPE. – Izvajajte prenose pomnilnika, ki jih sproži GPE.)
Time and Place: (1:15 PM – 3:15 PM)
Session: Odmor
Time and Place: (3:15 PM – 3:30 PM)
Session: Izmenjave Halo z NVSHMEM (Vadite pogoste motive kodiranja, kot so izmenjave
halojev in dekompozicija domen z uporabo NVSHMEM, in delajte na oceni. – Napišite
implementacijo NVSHMEM Jacobijevega reševalca Laplaceove enačbe. – Refaktorirajte enojni
reševalec valovnih enačb GPE 1D z NVSHMEM. – Opravite oceno in pridobite certifikat.)
Time and Place: (3:30 PM – 5:00 PM)
Session: Končni pregled (- Spoznajte kompromise aplikacij pri gručah GPE. – Preglejte
ključna spoznanja in odgovorite na vprašanja. – Izpolnite anketo na delavnici.)
Time and Place: (5:00 PM – 5:45 PM)
Virtual: https://events.vtools.ieee.org/m/408288
