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NVIDIA GTC 2024


Higher late than by no means. Again in March NVIDIA held the largest GTC ever! Sadly I had a loss of life within the household which lower my go to brief. I left earlier than my scheduled discuss on Thursday. I apologize for my absence , however I’m positive you perceive. For individuals I did get to satisfy on the present, thanks for introducing your self!

Massive Time

Since numerous that is “previous information” by now, I’ll level out a few of my observations from the present. First, the convention had a a lot completely different really feel than the earlier (2019) one. Simply the sheer variety of individuals (estimated to be ~ 16.5K) put a pressure on the sources of the San Jose Conference Middle. It felt like not less than twice the variety of individuals because the final one. The present has outgrown the venue. That is for a number of causes, the obvious being that NVIDIA is now valued at over a trillion {dollars}. Meaning it has reached vital mass the place all monetary and expertise of us have to concentrate.

One other large level. It’s the “present” half. Whereas Jensen Huang has given extra keynotes than you may shake a stick at, NVIDIA cranked it up a notch. NVIDIA rented out a sports activities area for the keynote, with rock live performance worthy stagecraft. Looky right here:

Fairly the present.

AI

There was a number of mentions of AI on the present. In every sentence. Slightly scary what occurs when the tech advertising teams get rolling. There’s no such factor as refined throughout a majority of these occasion.

Exhibit Flooring

Within the time that I used to be there, the exhibit flooring was at all times jam packed. There have been many wonderful websites to see. There have been two ‘theaters’ have been teams would give lightning talks. Some have been distributors, some have been researchers. The talks can be ~ 10 minutes, simply sufficient to get a really feel for a broad vary of topics.

The exhibit flooring was divided into completely different area particular areas. The sting computing space is the place many of the Jetson crowd was positioned. There was additionally a robotics space, the place numerous attention-grabbing work was being offered. I had a nerdgasm after I noticed the Disney Analysis BD-X droids there:

I had executed intensive analysis and guessing how they work. Disney Imagineering held a session at GTC which informed us precisely how they do! One attention-grabbing truth is that the gait of the droid makes use of a reinforcement studying mannequin developed on ISAAC. It takes a RTX4090 ~48 hours to create the gait mannequin. There are two Jetson Orin NX within the droid. One within the head and one within the physique. This provides it sufficient compute to do some very attention-grabbing issues! In spite of everything, they’re analysis tasks. Since GTC, these droids have been seen at Disneyland, working for a dwelling. Folks, particularly youngsters, love this stuff.

Unitree had some doggies there!

Classes

There have been hundred of classes, so I can’t even start to let you know what was lined. The wonderful thing about classes is that you’ll find a subject that you’re tangentially curiosity in, bounce in a session about it, and have a fantastic overview of the place the state-of-the-art is in that topic.

I’ll additionally point out that just about something that entails computation (nearly all science, expertise and enterprise fields now) are represented. For example, I went to a session in regards to the Sphere in Las Vegas, Nevada. They have been speaking numbers that it’s very exhausting to get your head round. For instance, there are ~ 166,000 audio system within the venue. The audio system beam type audio to any given seat. Which implies each seat in the home has an optimum audio expertise. Simply getting the info to the proper place on the community is a herculean activity. The 50 minute present now enjoying is 14 petabytes (PETABYTES!) of uncompressed video and audio. They use NVIDIA switches to assist transfer the info round. Undoubtedly large league stuff.

Very lots of the classes have been recorded, and out there on demand: https://www.nvidia.com/gtc/ Additionally, among the extra fashionable classes can be found on YouTube ( 25 of them as of this writing):

Bulletins

There have been many bulletins on the present. Right here we’ll deal with the among the Jetson associated ones.

Blackwell

Blackwell is the identify of the brand new structure for NVIDIA GPUs. Like earlier generations, NVIDIA can be providing these in lots of configurations. We’re nonetheless just a little method off from all of the technical particulars, however the knowledge heart GPUs can be two dies related through a excessive pace transport cloth in the identical package deal, much like the structure of Apple M3 Professional chips.

As you recall, NVIDIA cancelled the Atlan technology of Jetson. This 12 months they introduced the Thor technology. This can be Blackwell structure, with reportedly 6-10X the quantity of efficiency because the Orin line. This can open up numerous new software areas.

Robotics

The primary Jetson Thor chips can be for automotive. In addition they introduced Challenge GROOT, a general-purpose basis mannequin for humanoid robots. GROOT will run on Thor, with what seems to be the entire humanoid distributors (excluding TESLA) being on board. All that is tied along with ISAAC, after all.

There’s a large emphasis being placed on digital twins. The concept behind digital twins is that you just construct environments and robots in simulation which precisely replicate their actual world counterparts. You prepare the robots to work in that surroundings. Then you definitely deploy the skilled fashions onto the true world robots, and every thing goes to plan.

There have been many real-world instances of working examples. In the long run, this could save numerous money and time.

Conclusion

GTC 2024 was fairly the expertise. In order for you inspiration, think about attending certainly one of these occasions. Everyone seems to be there. There are lab classes the place you may have any questions you might have answered by the engineers who work on it day in and time out. Properly definitely worth the funding. If there may be one tip I’ve, you need to go over the classes fastidiously and discover ones that you just discover attention-grabbing. Planning is essential right here. There’s solution to many brilliant and shinies to distract. However these will be enjoyable too!

The JetsonHacks schedule ought to be coming again to extra regular in a number of weeks. Plenty of tasks to make amends for!

The publish NVIDIA GTC 2024 appeared first on JetsonHacks.



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