#gtc training

[gray-thistleclan]

MOON 15 (sparrowswipe edition)

[karlmarxmaybe]

HELP A FAMILY OF TWELVE ESCAPE THE GAZA GENOCIDE!!!

Vetted by @nabulsi and @el-shab-hussein, #305 in the list:

https://docs.google.com/spreadsheets/u/0/d/1yYkNp5U3ANwILl2MknJi9G7ArY4uVTEEQ1CVfzR8Ioo/htmlview?pli=1#gid=0

The goal is in norwegian kroner, 11 kronor is worth 1 USD and every 1110 kroner is 100 USD. You can donate USD.

The story of the organizer, Ayman Al-Habil (@nour20habil), in his own words:

My name is Ayman Al-Habil, the father of ten, 5 females and 5 males (Aya, Heba, Nour, Malak, Mustafa, Muhammad, Ahmed, Yazan) On October 7, 2023, our lives were completely changed, the bombing of our house on our head was martyred My brother, and all my children were injured, some of them were described as severe. We had to migrate to the beach camp, then we moved to the south of the Gaza Strip (Deir al-Balah camp). I lived in a tent in December, the long, rainy winter, the weather was cold every day, drowning from the rain, and my family and I spent four months in tents.Then I migrated to Rafah, specifically on March 18, 2024. I left Deir al-Balah. I went to Rafah. I could not find a shelter. We spent the whole night in the truck. Then I started looking for shelter for me and my children.I found a school affiliated with Anruwa, my family and I sat in a classroomSchools are our shelters, as the class was divided into 4 families. Life was very difficult, neither water nor food nor sanitation, diseases and epidemics spread widely, as I had diabetes and cartilage, and my 5-year-old son, Ahmed, had hepatitis, and my 3-year-old child had osteoporosis. Hepatitis, with great difficulty, provided treatment for the difficulty of living, the financial situation and the high price of the drug My eldest daughter, Aya, graduated from the Faculty of Nursing,My daughter Heba is a software engineering graduate from the Islamic University of my daughter Nour studying English commerce at Gaza Training College: GTC: affiliated with Unrow الصور My son Mustafa is a high school student, Ahmed is in the first grade of primary school, and Muhammad is in the fifth grade of primary school,I recently lost my mother who had Cancer Help me rebuild my house Help me to escape death and extermination My children and your donations will help me make this possible and improve our tragic situation Thanks to your financial support, it will be part of my life change. I want to tell you every 11 kronor is worth 1 USD and every 1110 kroner is 100 USD.

[greenerteacups]

my heart aches for one Theodore Nott after reading the latest update 😭 GTC, could you tell us more about your thoughts on him, his characterizations, how you manage to write him so poetically and beautifully, and (a shot in the dark, but i'll bite) the role he'll play in books 5, 6 and 7? congrats on another chapter GTC, i love you tons 🩷

Thank you so much, friend. I love talking about Theodore Nott. I'll gladly bite on that question.

To start off, Theodore's middle name might as well be "THE FOIL," because everything about him is tailor-made specifically to Say Things About Draco Malfoy. He practically hands Draco a card saying "I AM YOUR JUNGIAN SHADOW SELF, PLEASE HANDLE WITH CARE" upon introduction. They meet when they're both fresh off the train. (Hermione beats Theo to Draco by a matter of hours; there's a ton of ways this story spins differently if minor details about the first chapters were changed, and that's definitely one of them.) Then Theo and Draco ride in on the boats together. (Admittedly, I was not aiming for subtlety points with this intro. They are literally "in the same boat.") Immediately, Theo is throwing out narrative parallels like he's getting paid for it: they both have a dead parent. Both parents died under weird circumstances. Their fathers were both Death Eaters. Both of them are the sole heirs and only sons of great wizarding houses. Then they go into the Great Hall together, standing in line, but — and @piedrafundamental left a really banger analysis of the Sorting Hat scene in the comments on that chapter, but I'm going to crib just one line — crucially, "M comes before N." Draco's sorted before Theodore is, and he goes into Gryffindor. Immediately after that, Theodore's shunted into Slytherin, and their paths diverge. Call this the prologue of their relationship. They're not actually gonna get to know each other until Book 2 and Book 3, but this is the part where the narrative is basically jumping up and down and waving its arms at you, going "HEY! THIS GUY! IMPORTANT TO THE STORY! GET WORRIED ABOUT WHAT HE'S DOING, OKAY?"

Then we meet him again in Book 2, and just like Draco, a year at Hogwarts has changed him. He's a little more confident, a little more cocky, a little more comfortable, and — hey, look! He's got a weirdly intense friendship with a girl around his age, too! (Surprise, surprise, Draco is with Hermione when he meets Theo again, and who makes her debut in that moment but Pansy Parkinson?) And there's Daphne, the third leg of the Slytherin Trio, the kind of girl Draco probably would end up with in Slytherin — pretty, sociable, cunning, knows his family history (literally cites it to him in their first introduction, like c'mon), is the sister of his canonical wife, etc. etc., we got layers to this shit like lasagna but this post ain't about Daphne so we gotta move on — point being, either way he flips, Draco's going to be the fourth of a quartet. Which is the entree into the Slytherin politics storyline of Book 2, a.k.a. "the temptation of Draco Malfoy," where Theo is — I mean, to be honest, for once he's really not doing anything that sinister; from his perspective, he's kind of just putting his fucking back out trying to make a friend? He's drawing Draco in a regression towards prejudice and comfort, naturally, but that's not how he sees it. But there's a counterpoint between what Theo's offering and what waits for him in Gryffindor.

So that's the starting block of his character. The rest of the work is building a real person out of that; obviously, you can't just go "this is Foil Man, does whatever a Foil Can" and expect people to be interested. Part of what makes Theo interesting, to me, is that the traits he shares with Draco include a lot of what we tend to like about him — he's driven, intelligent, cunning, and brutal in the defense of those he loves — it's just that the people he loves, the people he surrounds himself with, are deeply prejudiced people committed to doing profoundly bad things. He's been trained from birth in the art of making bad people happy, and he's gotten good at it. And he's just enough of a coward (again, pot and kettle) that he can't imagine a world where that's not the case.

And it drives him fucking crazy that Draco won't admit that. Because I think Theo thinks if he can get Draco to admit they're similar people, it'll validate the choices he's made — like, yeah, he's fucked up horribly, but anyone would do the same, if they had to face what he has. Even Saint Draco. And of course, Draco is absolutely unwilling to go there with him, because:

(a) he very much does not want to believe that his years of grueling internal growth and struggle for betterment are just the product of some good luck with a hat; i.e., a suggestion that is not just insulting but terrifying because it suggests how very close he could be to regression at any time; but also:

(b) it is a fundamental tenet of Theo and Draco's dynamic that Draco does not like Theo as much as Theo likes him. Because where Theo sees his mirror in the light, Draco sees his mirror in the dark. And it's an increasingly ugly picture.

[misshockman]

🎀(*^-^)／＼(*^-^*)／＼(^-^*)🎀(*^-^)=EF=BC=8F=EF=BC=BC(*^-^*)=EF=BC=8F=EF=BC=BC(^-^*)Kendra (Holstein-Romanov) Hockman

🌟 X Research Scientist @ SpaceX | SpellbookAI | Elon Musk Consulting | HPC-AI | IxDA | CTE Advisor 🌟

📍 Greater Seattle Area | 🌐 Contact Info

📞 P: +1.360.560.6127 | 📧 E: misshockman@gmail.com

💼 Open to Marketing and Public Relations Specialist and Event Project Manager roles 💼

🌟 About Me 🌟

✨ Business Development Specialist, Agile Project Manager, and Event Producer with +12 years of marketing experience and a passion for providing white glove customer service. ✨

🌟 Skills 🌟

Public Speaking 🎤

B2B + B2C Sales 💼

Stakeholder Relations 🤝

Account Management 📊

SCRUM Development Process 🏃‍♀️

Customer Relationship Management (CRM) 💬

Data Management / Analysis 📊

Talent Acquisition 👥

Training, Team Building, & Development 🏆

Event Coordination, Production, & Reporting 🎉

Machine Learning + AI Expertise 🤖

Cloud Service Platform Expertise ☁️

VR/AR Consumer Education 🕶️

UX Design 🎨

Proficient in: Zoho, Salesforce, Asana, Trello, Kaltura, Rainfocus, StreamYard, Frame.io, Office 365, Google Workspaces, ChatGPT, & more.

🌟 Professional Experience 🌟

Creative UX.design @ SPACEX

2023 - ¤¤¤ | StarlinkX Studios (remote)

Manage Client Relations

Nurtured and secured $2 Million in sales within the first 60 days

Averaging +150 phone calls per day

Virtual Producer (Project Management) @ NVIDIA

2022 - ₩ | Santa Clara, CA (remote)

Produced an educational AI conference for researchers, developers, inventors, & IT professionals (+300k attendees, +800 sessions)

Coordinated keynote sessions with experts from NVIDIA, Meta, Mastercard, Uber, Google, Amazon, Stanford, etc.

Recorded via our virtual studio, completed post-production editing (cc), and broadcasted with live Q&A featuring ChatGPT

High-Performance Computing and Artificial Intelligence (HPC-AI) Advisory Council Member

Career and Technical Education (CTE) Leadership Committee Member for Public School District

Skilled In: Kaltura, Rainfocus, StreamYard, Frame.io, Office 365 (Excel/PP), Google Workspaces, & more

Project Manager (Business Development) @ SAMSUNG

2022 - ¤¤¤ | San Jose, CA (remote)

Community Liaison for SAMSUNG. Secure & maintain business partnerships

Support students, entrepreneurs, animal rescue groups, environmental protection groups, etc.

Career and Technical Education (CTE) Leadership Committee Member for Public School District

Highest Performing Market out of 36: Washington stores averaged 165% to sales plan

National Account Manager (Event Production) @ More Than Models

2020 – 2022 | Los Angeles, CA (remote)

Provided support and managed deliverables for clients such as Ferrari, Louis Vuitton, Wells Fargo, AT&T, Amazon, etc.

Shows Managed include AT&T Pebble Beach Pro-Am 2022, SuperBowl 2022, NBA All Star 2022, and more

Interviewed, input, and trained over 1,000 new talent candidates

Primary client contact and emergency contact for all shows

Executive Assistant for CEO, Ashlyn Henson

Spokesmodel / Product Specialist / Emcee / Tour Manager

2013 – 2022 | Independent, Nationwide

Consumer educator and product demonstrator specializing in Automotive & Technology

Trained and managed teams of up to 240 for events with over 300,000 attendees

Trade Shows Include: RSA, CES, GTC, GDC, E3, PAX West, Comic Con, Google NEXT, and many others

Clients include: Google, Amazon, Samsung, Cisco, Nvidia, Intel, Microsoft, Xbox, JLR, Lexus, Volvo, and more

Presenter with Stellantis on the International Auto Show Circuit for 3 years

Marketing & Public Relations Manager (Orthodontic / Healthcare Sales) @ All Star Orthodontics

2015 – 2017 | Camas, WA

Created and executed marketing strategies on behalf of Dr. Huong Le. Earned the “Elite Invisalign Provider” Award

Practice had a +3000% case increase, with a 45% conversion increase

🌟 Multi-City Experiential Tours 🌟

Stellantis - International Auto Show Circuit - 2019 to current - Automotive Product Specialist

Nintendo - Nintendo Switch Together Tour - 2019 - Tour Manager

Maruchan - Back 2 Ramen Tour - 2018 - Tour Manager

Safeway - Safeway Back to School Tour - 2018 - Field Manager

Intel - Intel’s Tech Learning Lab Tour - Portland - 2018 - Team Lead

Samsung - Galaxy Studio Tour - 2018 - VR/AR Demonstrator

Xbox - Super Lucky Tale’s Tour - 2017 - Costume Character

Kids Obstacle Challenge - 2016 - Lead Emcee

🌟 Technology Events 🌟

Amazon - CES - Las Vegas - 2020 - AWS Spokesmodel

VMware - VM World - San Francisco - 2019 - Emcee

GlaxoSmithKline - ADA FDI World Dental Congress - San Francisco - 2019 - Spokesmodel

Google - Google Marketing Live - San Francisco - 2019 - Breakout Sessions/Keynote Supervisor

Google - Google I/O - Mountain View - 2019 - Breakout Session/Keynote Supervisor

Google - Google Developers Group Leaders Summit - Mountain View - 2019 - Supervisor

Google - Google Next - San Francisco - 2019 - Supervisor

Nvidia - NVIDIA GTC 2019 - San Jose - 2019 - Breakout Session/Keynote Supervisor

Cisco - RSA - San Francisco - 2019 - Spokesmodel

Adobe - IxDA: Interaction Design Association - Seattle - 2019 - Spokesmodel

Google - Google Cloud Summit - Seattle - 2017 - Hostess

🌟 Gaming Events 🌟

Nintendo - Comic Con - San Diego - 2019 - Team Lead

Nintendo - E3 - Los Angeles - 2019 - Team Lead

Nintendo - Comic Con - San Diego - 2018 - Line Manager

Nintendo - PAX West - Seattle - 2018 - Game Demonstrator

Xbox - PAX West - Seattle - 2017 - Costume Character

Nintendo - Nintendo World Championships - Seattle - 2017 - Costume Character

🌟 Automotive Events 🌟

Lexus - Private NBA Event - Portland - 2019 - Hostess

KIA - Seahawks Games - Seattle - 2018 - Emcee

Jaguar/Land Rover - Seattle International Auto Show - Seattle - 2018 - Right Seat Driver

Jaguar/Land Rover - Portland International Auto Show - Portland - 2017 - Right Seat Driver

Volvo - Unveiling at Vail - Vail, Co - 2016 - Right Seat Driver

KIA - Portland Trailblazers - Portland - 2013-2016 - Emcee

🌟 Project Management Experience 🌟

NVIDIA - GTC 2020, GTC 2023

VIP Press Event at Vespertine - 2021

Ferrari - Casa Ferrari - Concours d’Elegance 2021

Louis Vuitton - NBA Finals 2021 - Louis Vuitton Trophy Ceremony

Rockstar Energy - Super Bowl 2022

British Government - Premier League Event 2022

Wells Fargo - Active Cash Holiday Program

Warner Bros. - The Conjuring 3 Premiere Event 2021

AT&T - HBCU Spotlight 2022, NBA All Star 2022, AT&T Loft at Pebble Beach Pro-Am 2022, NBA/NHL Team Entitlement Nights, AT&T Hoop Hustle

ESL One - Los Angeles 2020

Target - Target Halloween Slime Lab 2021, MLS All-Star Target Event 2021, Harry Potter Big Screen Drive-In Series 2021

Amazon - Amazon Fresh Food Fest 2022, Bacon Fest 2021, Cheerios ‘Moments of Good’ Program 2021, Amazon GO 2021, Amazon Fresh Grand Opening

Toyota - Orange Blossom Classic 2021, ONE Music Festival 2021, Houston Toyota Gold Cup 2021, Phoenix Toyota Gold Cup 2021, BIG3 2021, Club America

[govindhtech]

NVIDIA Earth-2 NIM Microservices Exposed For Faster Forecast

Faster Predictions: To Introduces NVIDIA Earth-2 NIM Microservices to Deliver Higher-Resolution Simulations 500x Faster. Weather technology firms can now create and implement AI models for snow, ice, and hail predictions with to new NVIDIA NIM microservices.

Two new NVIDIA NIM microservices that can 500x the speed of climate change modeling simulation results in NVIDIA Earth-2 were unveiled by NVIDIA today at SC24

NVIDIA Earth-2 NIM microservices

High-resolution, AI-enhanced, accelerated climate and weather models with interactive visualization.

Climate Digital Twin Cloud Platform

NVIDIA Earth-2 simulates and visualizes weather and climate predictions at a global scale with previously unheard-of speed and accuracy by combining the capabilities of artificial intelligence (AI), GPU acceleration, physical models, and computer graphics. The platform is made up of reference implementations and microservices for simulation, visualization, and artificial intelligence.

Users may employ AI-accelerated models to optimize and simulate real-world climate and weather outcomes with NVIDIA NIM microservices for Earth-2.

The Development Platform for Climate Science

GPU-Optimized and Accelerated Climate Simulation

To increase simulated days per day (SDPD), the Earth-2 development platform is tuned for GPU-accelerated numerical climate simulations at the km-scale.

Data Federation and Interactive Weather Visualization

Extremely large-scale, high-fidelity, interactive projections of global weather conditions are made possible by NVIDIA Omniverse. A data federation engine included into Omniverse Nucleus provides transparent data access across external databases and real-time feeds.

A digital twin platform called Earth-2 is used to model and visualize climate and weather phenomena. To help with forecasting extreme weather occurrences, the new NIM microservices give climate technology application developers cutting-edge generative AI-driven capabilities.

While maintaining data security, NVIDIA NIM microservices aid in the quick deployment of foundation models.

The frequency of extreme weather events is rising, which raises questions about readiness and safety for disasters as well as potential financial effects.

Nearly $62 billion in natural disaster insurance losses occurred in the first half of this year. Bloomberg estimates that is 70% greater than the 10-year average.

The CorrDiff NIM and FourCastNet NIM microservices are being made available by NVIDIA to assist weather technology firms in producing more accurate and high-resolution forecasts more rapidly. When compared to conventional systems, the NIM microservices also provide the highest energy efficiency.

New CorrDiff NIM Microservices for Higher-Resolution Modeling

Image Credit To NVIDIA

NVIDIA a generative AI model for super resolution at the kilometer scale is called CorrDiff. At GTC 2024, it demonstrated its potential to super-resolve typhoons over Taiwan. In order to produce weather patterns at a 12x better resolution, CorrDiff was trained using numerical simulations from the Weather Research and Forecasting (WRF) model.

Meteorologists and companies depend on high-resolution forecasts that can be shown within a few kilometers. In order to evaluate risk profiles, the insurance and reinsurance sectors depend on comprehensive meteorological data. However, it is frequently too expensive and time-consuming to be feasible to achieve this level of precision using conventional numerical weather forecast models like WRF or High-Resolution Rapid Refresh.

Compared to conventional high-resolution numerical weather prediction utilizing CPUs, the CorrDiff NIM microservice is 10,000 times more energy-efficient and 500 times quicker. Additionally, CorrDiff is currently functioning at a 300x greater scale. In addition to forecasting precipitation events, such as snow, ice, and hail, with visibility in kilometers, it is super-resolving, or enhancing the quality of lower-resolution photos or videos, for the whole United States.

Enabling Large Sets of Forecasts With New FourCastNet NIM Microservice

Image Credit To NVIDIA

High-resolution predictions are not necessary for all use cases. Larger forecast sets with coarser resolution are more advantageous for some applications. Due to computational limitations, state-of-the-art numerical models like as IFS and GFS can only provide 50 and 20 sets of predictions, respectively.

Global, medium-range coarse predictions are provided by the FourCastNet NIM microservice, which is now accessible. Providers may provide predictions over the following two weeks 5,000 times faster than with conventional numerical weather models by using the initial assimilated state from operational weather centers like the National Oceanic and Atmospheric Administration or the European Centre for Medium-Range Weather predictions.

By estimating hazards associated with extreme weather at a different scale, climate tech providers may now anticipate the chance of low-probability occurrences that are missed by present computational processes.

Read more on govindhtech.com

[gtccabs]

Book Your Delhi to Nainital Taxi with GTC Cabs: A Journey of Comfort and Adventure

Are you planning a trip to Nainital? The mesmerizing hill station in Uttarakhand is a popular escape from the bustling life of Delhi, offering a peaceful retreat amidst scenic landscapes and pleasant weather. To make your journey smooth, comfortable, and convenient, GTC Cabs offers reliable and affordable taxi services from Delhi to Nainital. Let’s dive into why choosing a taxi for this trip is the best option and how GTC Cabs stands out in making your travel memorable.

Why Choose a Taxi from Delhi to Nainital?

The road trip from Delhi to Nainital is more than just travel—it's an experience. Here’s why booking a taxi can make your trip more enjoyable:

Flexible Schedule: Unlike trains and buses with fixed schedules, a taxi lets you choose your departure time. You can travel at your own pace, making stops along the way to enjoy the scenic route.

Comfort and Privacy: Taxis offer a private travel experience. You don’t have to share your space with strangers, making the journey more relaxed and enjoyable.

Door-to-Door Service: Skip the hassle of reaching train stations or bus stops. With a taxi, you get picked up from your location in Delhi and dropped off directly at your destination in Nainital.

Scenic Drive: The route from Delhi to Nainital is filled with lush green landscapes, rolling hills, and picturesque views. Traveling by taxi allows you to enjoy these beautiful sights up close.

Why GTC Cabs is the Best Choice for Your Delhi to Nainital Trip

When it comes to long-distance travel, GTC Cabs has carved a name for itself with top-notch services, professional drivers, and affordable prices. Here’s why GTC Cabs is an ideal choice for your Delhi to Nainital trip:

Affordable Rates: GTC Cabs provides budget-friendly rates, ensuring you enjoy a great ride without stretching your budget. Fares start as low as Rs 10/km, making it a fantastic option for those who want comfort without spending too much.

Wide Range of Vehicles: Whether you're traveling solo, with family, or a group of friends, GTC Cabs offers a variety of vehicle options. Choose from sedans, SUVs, or larger vehicles based on your needs.

Experienced Drivers: Our drivers are well-trained and familiar with the Delhi to Nainital route, ensuring your journey is safe and enjoyable. They are friendly, knowledgeable about the local attractions, and make excellent travel companions!

24/7 Availability: GTC Cabs operates round the clock. No matter when you plan to travel, you can rely on our services to be available at any time of the day.

Easy Booking: Booking your taxi with GTC Cabs is incredibly easy. Visit our website, select your route, and confirm your booking within minutes.

Must-Visit Attractions in Nainital

Once you arrive in Nainital, you’ll be welcomed by its cool climate and stunning views. Here are some must-visit spots:

Naini Lake: The heart of Nainital, this beautiful lake is perfect for boating or a leisurely walk along its banks.

Naina Devi Temple: A revered Hindu temple near Naini Lake, known for its spiritual ambiance and serene surroundings.

Snow View Point: This viewpoint offers a stunning panoramic view of the snow-capped Himalayas. You can reach it by a short hike or a cable car ride.

Tiffin Top (Dorothy's Seat): A popular picnic spot, offering a 360-degree view of Nainital and its surrounding hills.

The Mall Road: A vibrant place lined with shops, restaurants, and cafes, ideal for an evening stroll.

Book Your Delhi to Nainital Taxi with GTC Cabs Today!

Escape the city heat and head to Nainital in comfort and style with GTC Cabs. Whether it’s a weekend getaway, family vacation, or a solo adventure, we are here to ensure you have a hassle-free journey from Delhi to Nainital. With easy booking, professional service, and affordable rates, GTC Cabs makes your trip unforgettable.

Ready to book? Visit GTC Cabs and reserve your Delhi to Nainital taxi now!

[rainbowywitch]

excuse me, can I ask if I'm not causing any inconvenience? My condition is very critical and I need all donations in order to save my children's lives. My children are dying. Every donation makes a difference for us. Please help me donate.😭🙏

https://gofund.me/6e01a370

My name is Ayman Al-Habil, and I'm From Gaza City the father of ten, 5 females and 5 males (Aya, Heba, Nour, Malak, Mustafa, Muhammad, Ahmed, Yazan) On October 7, 2023, our lives were completely changed, the bombing of our house on our head was martyred My brother, and all my children were injured, some of them were described as severe. We had to migrate to the beach camp, then we moved to the south of the Gaza Strip (Deir al-Balah camp).I lived in a tent in December, the long, rainy winter, the weather was cold every day, drowning from the rain, and my family and I spent four months in tents.Then I migrated to Rafah, specifically on March 18, 2024. I left Deir al-Balah. I went to Rafah. I could not find a shelter. We spent the whole night in the truck.Then I started looking for shelter for me and my children.I found a school affiliated with Anruwa, my family and I sat in a classroomSchools are our shelters, as the class was divided into 4 families. Life was very difficult, neither water nor food nor sanitation, diseases and epidemics spread widely, as I had diabetes and cartilage, and my 5-year-old son, Ahmed, had hepatitis, and my 3-year-old child had osteoporosis. Hepatitis, with great difficulty, provided treatment for the difficulty of living, the financial situation and the high price of the drugMy eldest daughter, Aya, graduated from the Faculty of Nursing,My daughter Heba is a software engineering graduate from the Islamic University of my daughter Nour studying English commerce at Gaza Training College: GTC: affiliated with Unrow My son Mustafa is a high school student, Ahmed is in the first grade of primary school, and Muhammad is in the fifth grade of primary school,I recently lost my mother who had Cancer **Help me rebuild my house Help me to escape death and extermination My children and your donations will help me make this possible and improve our tragic situation *Thanks to your financial support, it will be part of my life change.

[callmeengels]

HELP A FAMILY OF TWELVE ESCAPE THE GAZA GENOCIDE!!!

Vetted by @nabulsi and @el-shab-hussein, #305 in the list:

https://docs.google.com/spreadsheets/u/0/d/1yYkNp5U3ANwILl2MknJi9G7ArY4uVTEEQ1CVfzR8Ioo/htmlview?</ghpli=1#gid=0

The goal is in norwegian krona, 1 USD is worth 11 kroner and every 1,110 kroner is 100 USD.

Here is the tale of the organizer, in his own words:

My name is Ayman Al-Habil, the father of ten, 5 females and 5 males (Aya, Heba, Nour, Malak, Mustafa, Muhammad, Ahmed, Yazan) On October 7, 2023, our lives were completely changed, the bombing of our house on our head was martyred My brother, and all my children were injured, some of them were described as severe.

We had to migrate to the beach camp, then we moved to the south of the Gaza Strip (Deir al-Balah camp).I lived in a tent in December, the long, rainy winter, the weather was cold every day, drowning from the rain, and my family and I spent four months in tents.Then I migrated to Rafah, specifically on March 18, 2024. I left Deir al-Balah. I went to Rafah. I could not find a shelter. We spent the whole night in the truck.Then I started looking for shelter for me and my children.I found a school affiliated with Anruwa, my family and I sat in a classroomSchools are our shelters, as the class was divided into 4 families.

Life was very difficult, neither water nor food nor sanitation, diseases and epidemics spread widely, as I had diabetes and cartilage, and my 5-year-old son, Ahmed, had hepatitis, and my 3-year-old child had osteoporosis. Hepatitis, with great difficulty, provided treatment for the difficulty of living, the financial situation and the high price of the drug. My eldest daughter, Aya, graduated from the Faculty of Nursing,My daughter Heba is a software engineering graduate from the Islamic University of my daughter Nour studying English commerce at Gaza Training College: GTC: affiliated with Unrow الصور

My son Mustafa is a high school student, Ahmed is in the first grade of primary school, and Muhammad is in the fifth grade of primary school,I recently lost my mother who had Cancer

Help me rebuild my house Help me to escape death and extermination My children and your donations will help me make this possible and improve our tragic situation

Thanks to your financial support, it will be part of my life change.I want to tell you every 11 kronor is worth 1 USD and every 1110 kroner is 100 USD.

Tagging for reach (message me if you want out of the list):

@heritageposts @apollos-olives @decolonize-solidarity @daily-click-reminders @determinate-negation @yourlocalrandombisexual @yourlocalfallofthewest @tittyinfinity @txttletale @komsomolka @karlmarxmaybe @neptunerings @newsfrom-theworld @northgazaupdates @sapphling @samreich @sayruq @chexcastro @txttletale @guerrillasofhistory @plaidos @estrogenesisevangelion @gazaupdates @palipunk @marxism-transgenderism @marnota

[exeton]

NVIDIA H100 vs. A100: Which GPU Reigns Supreme?

NVIDIA’s CEO, Jensen Huang, unveiled the NVIDIA H100 Tensor Core GPU at NVIDIA GTC 2022, marking a significant leap in GPU technology with the new Hopper architecture. But how does it compare to its predecessor, the NVIDIA A100, which has been a staple in deep learning? Let’s explore the advancements and differences between these two powerhouse GPUs.

NVIDIA H100: A Closer Look

The NVIDIA H100, based on the new Hopper architecture, is NVIDIA’s ninth-generation data center GPU, boasting 80 billion transistors. Marketed as “the world’s largest and most powerful accelerator,” it’s designed for large-scale AI and HPC models. Key features include:

Most Advanced Chip: The H100 is built with cutting-edge technology, making it highly efficient for complex tasks.

New Transformer Engine: Enhances network speeds by six times compared to previous versions.

Confidential Computing: Ensures secure processing of sensitive data.

2nd-Generation Secure Multi-Instance GPU (MIG): Extends capabilities by seven times over the A100.

4th-Generation NVIDIA NVLink: Connects up to 256 H100 GPUs with nine times the bandwidth.

New DPX Instructions: Accelerates dynamic programming by up to 40 times compared to CPUs and up to seven times compared to previous-generation GPUs.

NVIDIA asserts that the H100 and Hopper technology will drive future AI research, supporting massive AI models, deep recommender systems, genomics, and complex digital twins. Its enhanced AI inference capabilities cater to real-time applications like giant-scale AI models and chatbots.

NVIDIA A100: A Deep Dive

Introduced in 2020, the NVIDIA A100 Tensor Core GPU was heralded as the highest-performing elastic data center for AI, data analytics, and HPC. Based on the Ampere architecture, it delivers up to 20 times higher performance than its predecessor. The A100’s notable features include:

Multi-Instance GPU (MIG): Allows division into seven GPUs, adjusting dynamically to varying demands.

Third-Generation Tensor Core: Boosts throughput and supports a wide range of DL and HPC data types.

The A100’s ability to support cloud service providers (CSPs) during the digital transformation of 2020 and the pandemic was crucial, delivering up to seven times more GPU instances through its MIG virtualization and GPU partitioning capabilities.

Architecture Comparison NVIDIA Hopper

Named after the pioneering computer scientist Grace Hopper, the Hopper architecture significantly enhances the MIG capabilities by up to seven times compared to the previous generation. It introduces features that improve asynchronous execution, allowing memory copies to overlap with computation and reducing synchronization points. Designed to accelerate the training of Transformer models on H100 GPUs by six times, Hopper addresses the challenges of long training periods for large models while maintaining GPU performance.

NVIDIA Ampere

Described as the core of the world’s highest-performing elastic data centers, the Ampere architecture supports elastic computing at high acceleration levels. It’s built with 54 billion transistors, making it the largest 7nm chip ever created. Ampere offers L2 cache residency controls for data management, enhancing data center scalability. The third generation of NVLink® in Ampere doubles GPU-to-GPU bandwidth to 600 GB/s, facilitating large-scale application performance.

Detailed Specifications: H100 vs. A100

H100 Specifications:

8 GPCs, 72 TPCs (9 TPCs/GPC), 2 SMs/TPC, 144 SMs per full GPU

128 FP32 CUDA Cores per SM, 18432 FP32 CUDA Cores per full GPU

4 Fourth-Generation Tensor Cores per SM, 576 per full GPU

6 HBM3 or HBM2e stacks, 12 512-bit Memory Controllers

60MB L2 Cache

Fourth-Generation NVLink and PCIe Gen 5

Fabricated on TSMC’s 4N process, the H100 has 80 billion transistors and 395 billion parameters, providing up to nine times the speed of the A100. It’s noted as the first truly asynchronous GPU, extending A100’s asynchronous transfers across address spaces and growing the CUDA thread group hierarchy with a new level called the thread block cluster.

A100 Specifications:

8 GPCs, 8 TPCs/GPC, 2 SMs/TPC, 16 SMs/GPC, 128 SMs per full GPU

64 FP32 CUDA Cores/SM, 8192 FP32 CUDA Cores per full GPU

4 third-generation Tensor Cores/SM, 512 third-generation Tensor Cores per full GPU

6 HBM2 stacks, 12 512-bit memory controllers

The A100 is built on the A100 Tensor Core GPU SM architecture and the third-generation NVIDIA high-speed NVLink interconnect. With 54 billion transistors, it delivers five petaflops of performance, a 20x improvement over its predecessor, Volta. The A100 also includes fine-grained structured sparsity to double the compute throughput for deep neural networks.

Conclusion

When comparing NVIDIA’s H100 and A100 GPUs, it’s clear that the H100 brings substantial improvements and new features that enhance performance and scalability for AI and HPC applications. While the A100 set a high standard in 2020, the H100 builds upon it with advanced capabilities that make it the preferred choice for cutting-edge research and large-scale model training. Whether you choose the H100 or A100 depends on your specific needs, but for those seeking the latest in GPU technology, the H100 is the definitive successor.

FAQs

1- What is the main difference between NVIDIA H100 and A100?

The main difference lies in the architecture and capabilities. The H100, based on the Hopper architecture, offers enhanced performance, scalability, and new features like the Transformer Engine and advanced DPX instructions.

2- Which GPU is better for deep learning: H100 or A100?

The H100 is better suited for deep learning due to its advanced features and higher performance metrics, making it ideal for large-scale AI models.

3- Can the H100 GPU be used for gaming?

While the H100 is primarily designed for AI and HPC tasks, it can theoretically be used for gaming, though it’s not optimized for such purposes.

4- What are the memory specifications of the H100 and A100?

The H100 includes six HBM3 or HBM2e stacks with 12 512-bit memory controllers, whereas the A100 has six HBM2 stacks with 12 512-bit memory controllers.

5- How does the H100’s NVLink compare to the A100's?

The H100 features fourth-generation NVLink, which connects up to 256 GPUs with nine times the bandwidth, significantly outperforming the A100’s third-generation NVLink.

Muhammad Hussnain Facebook | Instagram | Twitter | Linkedin | Youtube

[jcmarchi]

NVIDIA’s GTC in Four Headlines

New Post has been published on https://thedigitalinsider.com/nvidias-gtc-in-four-headlines/

NVIDIA’s GTC in Four Headlines

Impressive AI hardware innovations and interesting software moves.

Created Using DALL-E

Next Week in The Sequence:

Edge 381: We start a new series about autonomous agents! We introdice the main concepts in agents and review the AGENTS framework from ETH Zurich. Additionally, we provide an overview of BabyAGI.

Edge 382: We review PromptBreeder, Google Deemind’s self-improving prompt technique.

You can subscribe below:

heSequence is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

📝 Editorial: NVIDIA’s GTC in Four Headlines

I tried to resist making this weekend’s editorial about NVIDIA because I think you might have been inundated with headlines from the GTC conference. Unable to resist, I instead decided to present the four most impactful announcements in terms of ambition and market impact. If I have to summarize two key takeaways from NVIDIA’s AI announcements this week, they would be these:

NVIDIA is not only outgrowing but also out-innovating everyone else in AI compute hardware by a large margin.

NVIDIA’s software ambitions should be taken seriously.

To put that in context, here are four key announcements from this week’s GTC:

Blackwell GPU Series: NVIDIA unveiled the Blackwell B200 GPU, optimized for trillion-parameter models. The chip can improve LLM inference by up to 30x, which is quite remarkable.

NIM Microservices: My favorite announcement of GTC was the NIM platform, which delivers models optimized for inference and packaged as containers. NIM speeds up inference by using the Triton Inference Server, TensorRT, and TensorRT-LLM.

Project GR00T: I think the coolest and most ambitious announcement was Project GR00T, which focuses on developing foundation models for humanoid robots. The stack is based on multimodal models for video, audio, and language.

Distribution: An overlooked announcement during GTC was the impressive list of strategic alliances with top software companies like Microsoft, Google, Amazon, Dell, Oracle, and many others. NVIDIA is simply everywhere.

There were many additional announcements at GTC, but the aforementioned four are incredibly impactful. NVIDIA’s AI hardware dominance is unquestionable, but it’s quickly making inroads in the software space.

🔎 ML Research

Chronos

Amazon Science published a paper introducing Chronos, a family of pretrained foundation models for time series forecasting. Chronos models time-series data using the same techniques used by LLMs —> Read more.

Moirai

Salesforce Research also got into time series forecasting with foundation models with the publication of a paper detailing Moirai. The new model follows the paradigm of a universal forecasting model that can issues predictions across many domains and time scales —> Read more.

TacticAI

Google DeepMind published a paper detailing TacticAI, a model that can provide technical insights in football( soccer) plays, particularly corner kicks. The model uses geometric deep learning by generating possible reflections of a game situation including the player’s relationships —> Read more.

RAFT

Researcers from UC Berkely published a paper introducing retrieval-augmented fine-tuning(RAFT), a training technique that improves the ability of models to answer questions based on external data. Given a question, RAFT ignores the documents that are not relevant to formulagte the answer leading to more accurate outputs —> Read more.

Evolutionary Optimization and FM Model Merging

Researchers from Sakana AI published a paper that uses evolutionary optimization to merge foundation models. The technique attempts to harness the collective intelligence of different models to create more powerful foundation models —> Read more.

SceneScript

Meta AI Research published a paper detailing SceneScript, a method for reconstructing layouts of physical spaces. The technique can have profound implications in augmented reality scenarios that merge physical and virtual spaces —> Read more.

🤖 Cool AI Tech Releases

NVIDIA NIM

NVIDIA announced NIM, its cloud microservices endpoints for pretrained foundation models —> Read more.

Grok

Elon Musk’s xAI open sourced a version of its marque model Grok —> Read more.

Stable Video 3D

Stability AI released Stable Video 3D, an improved model that can generate 3D objects from text descriptions —> Read more.

🛠 Real World ML

AI Training Logging at Meta

Meta discusses Logarithm, their solution for AI training logging —> Read more.

GNNs at Pinterest

Pinterest details their use of graph neural networks(GNNs) for content understanding —> Read more.

RL at Lyft

Lyft discusses the architecture powering their internal reinforcement learning workloads —> Read more.

Cloud Monitoring at Microsoft

Microsoft discusses the AI used to monitor its Azure cloud services —> Read more.

📡AI Radar

NVIDIA unveiled plenty of AI hardware and software innovations at its GTC conference.

Reddit had a strong IPO debut fueled by AI data demands.

Apple is reportedly in conversations with Google to power IPhone AI features using Gemini.

On a surprising move, Microsoft hired Inflection co-founder Mustafa Suleyman and part of his team to lead its Copilot efforts.

After loosing several key people, Inflection announced a pivot into AI for business.

NVIDIA announced a series of AI partnerships with the world’s largest tech companies.

Databricks announced the acquisition of Lilac to improves its unstructure data preparation and analysis capabilities.

Astera Labs shares popped 70% in its IPO pushed by the demand of its AI data transfer features.

Roblox introduced new AI features for Avatar creation and texturing.

Anthropic, AWS and Accenture announced a strategic alliance to bring generative AI to enterprises.

ServiceNow released a new version of its Now platform for AI workflow automation.

Amazon and Snowflake announced a partnership to modernize data streaming pipelines.

TheSequence is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

[bitrise-co-in]

Nvidia Nvidia just unveiled its new AI production model, dubbed Latte3D, during GTC 2024. Latte3D appears to be ChatGPT on extreme steroids. I'm a 3D text model that takes simple, short text prompts and turns them into 3D objects and animals w... bitrise.co.in

[revotalk]

At its GTC conference, Nvidia today announced Nvidia NIM, a new software platform designed to streamline the deployment of custom and pre-trained AI models into production environments. NIM takes the software work Nvidia has done around inferencing and optimizing models and makes it easily accessible by combining a given model with an optimized inferencing engine […] © 2024 TechCrunch. All rights reserved. For personal use only.

[crimechannels]

By • Olalekan Fagbade JUST IN; Chief of Army Staff CAS lauds Soldiers for exceptional performance The Chief of Air Staff (CAS), Air Marshal Hassan Abubakar, has lauded Nigerian Air Force (NAF) troops for exceptional performance in ongoing Joint Task Force in the South-East code-named “Operation Udo Ka II”. Abubakar said this on Thursday in Enugu during his maiden visit and tour of operational and training assets and facilities within NAF Ground Training Command (GTC), Enugu. He noted that NAF troops had done exceptionally well and recorded series of success in the joint operation meant to keep the South-East safe and secured for all. The CAS noted that the GTC Command was highly important to NAF as it housed the ground component (non technical component) as well as a unit of air component necessary to ensure the attainment of the mandate of NAF. He said: “Today, we are in Enugu, which is the host of the GTC Command in our maiden visit and we are here to interact with the NAF personnel, see the facilities and infrastructure on ground. “We are also here to encourage the personnel to continue to do the good job they had been doing before now. “The GTC Command and the Air Training Command are key to all of our activities in NAF and the two commands ensure we have the adequate and skilled manpower for all our activities and operations. “I am also here to strengthen our activities within Operation Udo Ka II, which Enugu is the headquarters, and see how we can achieve greater successes more than what we are having now and ensure that South-East is totally secured.” He disclosed that 750 personnel were currently undergoing training and would be graduating between December 2023 and January, 2024. “These training are important to us in terms of our operation; and the current number is very significant amount of manpower to be injected into our operations and other activities in the country,” he said. On the inspection in the new GTC Command Headquarters, new 553 Base Services Group (BSG) Headquarters and BSG Annex; Abubakar said that he was quite satisfied and impressed with the pace, level and quality of work done already. “I have taken out time to inspect the projects and asked questions about the projects and I tell you that I am satisfied with what are on ground and all our assets and facilities are well maintained and protected,” he said. The NAF boss commended NAF officers, airmen and airwomen in GTC Command for “doing a good job and keeping the flag flying high” as well as extolled their sacrifices and commitment to duties as well. “I am very happy for their performance. We at the NAF headquarters, we are doing all we can to make sure they have all the necessary support and equipment as well as welfare and accommodation to carry out their jobs effectively,” he said. He assured NAF personnel of doing more by providing all necessary infrastructures to ensure the maximum working of the GTC Command. The CAS also inaugurated a renovated airmen’s club and new Mrs Rakiya Abubakar Children’s Park as well as inspected the water treatment and reticulation system and the hospital within NAF Base, Abakpa in Enugu. (NAN)

[greenerteacups]

Hello GTC,

I was re-reading Lionheart yet again and realized Draco first met Theodore on the boat to Hogwarts. Does that mean Draco didn't have any friends growing up?

What's a kid with no friends even do in that manor all by himself, except for his mum and a house elf?

I can't help but think of sad things when I try to imagine how his childhood was. What do you make of it?

That's an interesting inference to draw — you could read it that way. On the other hand, Draco knows both Crabbe and Goyle from previous interactions, and there are a few references throughout the early books to interactions with Vince and Greg that happen before the start of the fic. Of course, you still can't really call them friends, based on their train interaction — the vibes are more "playdate vets whose moms made us hang out, deciding now if we want to be friends on our own terms at school" — but as his sole parent in the pureblood sphere, Narcissa would have been the pilot of Draco's social life until Hogwarts. Meeting Theo on the boats tells you Narcissa elected not to introduce Draco to the Notts (nor the Greengrasses nor the Parkinsons, as we see later).

Her judgment here is worth a mention — Crabbe and Goyle Senior were both Death Eaters, so it's clearly not a matter of principle. But Narcissa also speaks with extreme derision about the Crabbes and the Goyles, and when she speaks of the Notts and Greengrasses (and to a lesser extent, the Parkinsons, once she's met Pansy) she treats them with much more dignity and respect. (She welcomes Theo and Pansy with her on vacation!) In general, you get the idea that Narcissa isn't threatened by the Crabbes and Goyles, neither of whom are S28, and so is comfortable using them as playmates for Draco, because she knows she holds all the power in that relationship. That can't be said for the Notts or the Greengrasses.

That said, you're right that the aristocratic life is a pretty lonely one for kids compared to, say, Hermione's or Ron's. Draco's summers are mostly spent reading, flying, and practicing whatever magic he can without a wand, which gives you some idea of what he might've been doing before he had schoolfriends to write to and visit. Daphne references "parties in London" as the main way she got to socialize with others, which is not something Narcissa would've done, considering she basically puts them into seclusion from Society as soon as Lucius dies (a political move that isn't quite the same as going full Hermit; it's basically withdrawing from major social events during the season and refusing to expose Draco as a player in the pureblood world until he's of school-age).

[baliportalnews]

Teknisi Sepeda Motor Honda Indonesia Siap Adu Skill di Kompetisi Tingkat Dunia

BALIPORTALNEWS.COM, JAKARTA – Teknisi sepeda motor Honda dari Indonesia siap mengharumkan nama bangsa di kancah dunia. Tiga perwakilan dari PT Astra Honda Motor (AHM) akan unjuk skill terbaiknya di antara teknisi lain dari 12 negara lain dalam kompetisi internasional, Honda Global Technician Contest Motorcycle (GTC) 2023 di Honda Technical College Kanto, Tokyo, Jepang pada 7-8 Oktober 2023. Ajang yang mempertemukan teknisi sepeda motor Honda terbaik dari berbagai negara ini merupakan yang pertama diselenggarakan oleh Honda Motor Co Ltd. Sebelumnya, kompetisi untuk para teknisi terbaik Honda digelar hingga level Asia & Oceania Technical Skill Contest, di mana teknisi asal Indonesia selalu mampu menunjukkan kompetensinya dan menjadi langganan juara. Teknisi Honda bertalenta yang akan mewakili Indonesia di GTC 2023 adalah Masngudin dan Muhammad Ahi Wahyuni yang mewakili teknisi dari main dealer sepeda motor Honda di Jawa Barat, PT Daya Adicipta Motora. Duet ini diperkuat teknisi Indonesia lainnya yaitu Dodik Kuswinarno yang merupakan andalan main dealer sepeda motor Honda di Jawa Timur-Nusa Tenggara Timur, PT Mitra Pinasthika Mulia. Ketiganya berangkat dengan modal kuat. Mereka telah berhasil mencatatkan namanya sebagai deretan pemenang yang membanggakan di kompetisi serupa tingkat Asia & Oceania. Muhammad Ahi Wahyuni dan Dodik Kuswinarno adalah jawara ajang Honda Asia & Oceania Motorcycle Technician Skill Contest 2018. Ahi menyabet juara pertama di kategori motor reguler, dan Dodik merupakan juara di kelas big bike. Sedangkan Masngudin merupakan juara kedua dari ajang yang sama tahun 2023 lalu di Bangkok, Thailand, kategori motor reguler. "Persiapan intens kami lakukan untuk menghadapi GTC 2023. Mulai latihan fisik dua kali seminggu, belajar dan latihan soal teori, analisa teknik, praktik on & off vehicle, serta kecepatan kerja. Ini kami lakukan selama tiga bulan terakhir. Semoga persiapan kami membuahkan hasil maksimal untuk mengharumkan nama Bangsa Indonesia," ujar Dodik Kuswinarno, salah satu wakil Indonesia. Ketiga perwakilan teknisi Honda dari Indonesia ini akan menghadapi ajang yang lebih menantang, bersaing dengan teknisi sepeda motor Honda terbaik dari 12 negara lain yakni Thailand, Vietnam, Taiwan, China, Jepang, Argentina, Brazil, Meksiko, Qatar, Belanda, Belgia, hingga Inggris Raya. Semua peserta akan diuji kemampuannya dalam hal pengetahuan, ketepatan prosedur kerja, keakuratan diagnosa, kecepatan dan keamanan kerja. General Manager Technical Service Division AHM, V.H Kunsala Krishna mengatakan, GTC 2023 akan menjadi ajang kalibrasi kemampuan teknisi sepeda motor Honda Indonesia di kancah dunia. Melalui kompetisi ini, ilmu dan pengalaman peserta akan menjadi bekal dalam melayani dan meningkatkan kepuasan konsumen Honda di Tanah Air. ”Upaya ketiga perwakilan teknisi Honda asal Indonesia dalam mengasah skill melalui kompetisi diharapkan mampu menginspirasi lebih dari 19.000 teknisi sepeda motor Honda lainnya untuk memberikan layanan purna jual terbaik di jaringan. Kegiatan ini akan menjadi puncak ajang kalibrasi kemampuan teknisi mulai dari tingkat regional, nasional, Asia & Oceania, dan kini tingkat dunia,” ujar Krishna. Ujian yang diberikan untuk para peserta meliputi teori yang diambil dari Honda Training Modul, buku pedoman reparasi, buku pedoman pemilik, hingga pengetahuan terkait teknologi terbaru sepeda motor Honda. Sementara itu, tes kemampuan praktik terdiri dari berbagai hal, mulai dari bongkar pasang, pemeriksaan, pengukuran, diagnosa masalah, perbaikan, hingga pemeriksaan akhir.(bpn) Read the full article

[govindhtech]

NVIDIA DGX SuperPOD In Dell PowerScale Storage offer Gen AI

Boost Productivity: NVIDIA DGX SuperPOD Certified PowerScale Storage.

Dell PowerScale storage

NVIDIA DGX SuperPOD with Dell PowerScale storage provide groundbreaking generative AI. With fast technological growth, AI is impacting several businesses. Generative AI lets computers synthesize and construct meaning. At the NVIDIA GTC global AI conference, Dell PowerScale file storage became the first Ethernet-based storage authorized for NVIDIA DGX SuperPOD. With this technology, organizations may maximize AI-enabled app potential.

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DGX SuperPODs

The Development of Generative AI

Generative AI, which has transformed technology, allows robots to generate, copy, and learn from patterns in enormous datasets without human input. Generative AI might transform healthcare, industry, banking, and entertainment. There is an extraordinary requirement for advanced storage solutions to handle AI applications’ huge data sets.

Accreditation

Dell has historically led innovation, providing cutting-edge solutions to address commercial corporate needs. According to Dell, Dell PowerScale is the first Ethernet-based storage solution for NVIDIA DGX SuperPOD, improving storage interoperability. By simplifying AI infrastructure, this technology helps enterprises maximize AI initiatives.

“The world’s first Ethernet storage certification for NVIDIA DGX SuperPOD with Dell PowerScale combines Dell’s industry-leading storage and NVIDIA’s AI supercomputing systems, empowering organizations to unlock AI’s full potential, drive breakthroughs, and achieve the seemingly impossible,” says Martin Glynn, senior director of product management at Dell Technologies. “With Dell PowerScale’s certification as the first Ethernet storage to work with NVIDIA DGX SuperPOD, enterprises can create scalable AI infrastructure with greater flexibility.”

PowerScale Storage

Exceptional Performance for Next-Generation Tasks with PowerScale

Due to its remarkable scalability, performance, and security, which are based on more than ten years of expertise, Dell PowerScale has earned respect and acclaim. With its NVIDIA DGX SuperPOD certification, Dell’s storage offering is even more robust for businesses looking to use generative AI.

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This is how PowerScale differs:

Improved access to the network: NVIDIA Magnum IO, GPUDirect Storage, and NFS over RDMA are examples of natively integrated technologies that speed up network access to storage in NVIDIA ConnectX NICs and NVIDIA Spectrum switches. By significantly reducing data transfer times to and from PowerScale storage, these cutting-edge capabilities guarantee higher storage throughput for workloads like AI training, checkpointing, and inferencing.

Achieving peak performance: A new Multipath Client Driver from Dell PowerScale increases data throughput and enables businesses to meet DGX SuperPOD‘s high performance requirements. With the help of this cutting-edge functionality, companies can quickly train and infer AI models, allowing for a smooth integration with the potent NVIDIA DGX platform.

Flexibility: Because of PowerScale’s innovative architecture, organizations can easily scale by only adding more nodes, giving them unmatched agility. Because of this flexibility, businesses can develop and adjust their storage infrastructure in tandem with their increasing AI workloads, preventing bottlenecks for even the most demanding AI use cases.

Security on a federal level: PowerScale has been approved for the U.S. Department of Defense Approved Product List due to its outstanding security capabilities. The accomplishment of this demanding procedure strengthens the safety of vital data assets and highlights PowerScale’s suitability for mission-critical applications.

Effectiveness: The creative architecture of PowerScale is intended to maximize effectiveness. It reduces operating expenses and environmental effect while optimizing performance and minimizing power consumption via the use of cutting-edge technology.

NVIDIA DGX SuperPOD

Dell created the standard architecture below in order to hasten the PowerScale with NVIDIA DGX SuperPOD solutions implementation. The document provides examples of how PowerScale and NVIDIA DGX SuperPOD work together seamlessly.

An important turning point in the quickly changing field of artificial intelligence has been reached with the accreditation of Dell PowerScale as the first Ethernet-based storage solution approved for NVIDIA DGX SuperPOD worldwide. Organizations may now use generative AI with scalability and performance thanks to Dell and NVIDIA’s partnership. Businesses may fully use AI and revolutionize their operations by using these cutting-edge technologies, ushering in a period of unprecedented development and rapid innovation.

Read more on govindhtech.com