How Tesla Reinvented The Supercomputer
Ғылым және технология
Tesla's Dojo supercomputer is a unique new technology in the field of AI development
Last video: Elon Musk's xAI is About To Take Over!
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Пікірлер: 257
Production Yields for a whole wafer to work at 100% must be low. They must have some built in architecture to deal with bad processor cores.
@carholic-sz3qv
18 күн бұрын
they are not going to make a massive chip out of a single wafer! they are going to do like apple and make multiple smaller chips and interonnect them thats how its more efficient and succesfull
@DiarrheaBubbles
13 күн бұрын
Did you even watch the video?
@nathanbanks2354
8 күн бұрын
That's what Cerebras does. If there's 4-10% bad cores, it can route around them. Apparently the actual number of bad cores is actually smaller, possibly because the physical size of the cores is small.
Your videos are superb! Thanks for all the work that goes into these. ⭐️😊
I had two NVIDA graphics cards with two Xeon processors for Computational Structural and Computational Aerodynamics problems. Great machines!
ASML uses Extreme UV lithography to make the fastest chips. One reason China really wants Taiwan and TSMC
@johnarnold893
20 күн бұрын
and for this reason TSMC is building huge Fab Shops in the US.
@JamesRockefeller45
19 күн бұрын
And they would blow all that shit up before China ever got close to it.
@MInfosec
19 күн бұрын
It's one thing for TSMC to have the EU ASML machines its another thing if they can build them by reverse engineering (that's a whole mega project on its own)
@d47rk
18 күн бұрын
China claims Taiwan and Taiwan claims China.
@Tsundaere
18 күн бұрын
Meh, at the rate China is progressing, I think it's just a matter of time before they research lithography on their own.
Cerebras has a few patents for cooling & getting data on-and-off the wafer. I guess the problem is that the wafer physically expands a lot as it heats up, and this matters more because it's so large. It will be interesting to see how Tesla solves the same issues either by licensing the patents, hoping no one notices, or coming up with a different way to do the same thing.
I watched this video 3 times! Thanks man this was very informative and educational
@GnosticSeeker369
14 күн бұрын
You.. just liked it enough to watch it x2 ? That’s weird 🚶♂️🫷
Great info, appreciate the video!
My GOD The Mainframe era - is coming back to haunt IT Nerds again
The explanation of parallel computing using GPUs was spot on! Vertical integration strategy is truly a game-changer in AI development.
Just to point out... the sequencing of human genome didn't involve supercomputers...if you are talking about genome assembly, indeed, some mainframe and linux clusters were used, but again, not supercomputers...
@KarmaMechanic988
19 күн бұрын
The supercomputers played the role in understanding protein folding. Not genome sequencing. Computational chemistry is a serious frontier!
@johndawson6057
19 күн бұрын
Ooh please can you give me some resources to find out more
Very informative and accurate information. Great video that anyone can understand!
This sounds credible. How’s that Cyber Truck doing by the way?
@worldpeace9566
20 күн бұрын
Sold out for 2024.
@quinqx8236
20 күн бұрын
comparing cars and computers is like comparing your new nails to your brain.
@PuppetMasterdaath144
20 күн бұрын
EDIT: SLOGAN PEDDLER REMOVED.
@nguyep4
20 күн бұрын
What is over 2M in pre-order means to you?
@CombatSport777
20 күн бұрын
I just saw a cybertruck the other day for the first time. They are wild!!!
It will have a huge amount of compute, but it is currently calculated as the sum of its parts. In order to have exascale computing all of those parts need to be able to work together in extremely fast and large scale ways. There's lots of systems larger than this out there but their communication overhead dramatically drags down the performance as measured by the sum of their parts. Lots of hype in saying that they bought a ton of off the shelf components, but hopefully it can be constructed in a way that the overhead isn't too substantial
I love FSD. When VI becomes AI in a car, OMG. Car may finally become an asset vs a depreciating liability
@lagrangewei
19 күн бұрын
car will never become AI. there is not enough memory in a car to support AI.
@KarmaMechanic988
19 күн бұрын
Huge mistake in relying 100% on machine vision by Tesla.. what are you going to do in pea soup fog? What are you going to do when mud splattered on a couple of the cams? Elon should have studied a little bit of perceptual psychology. Once you understand how optical illusions can fool vision you can appreciate the limits of visual perception alone without complementary inputs. Lidar isn't sexy. Aesthetically it will look horrible. Functionally it is what is required among other sensor modalities. Time will tell But who am I, just some Joe schmo putting his two cents in.
@rj7855
17 күн бұрын
😂😂😂😂 keep on dreaming
Excellent
You neglected to mention the very strange earnings call earlier this year when Elon mumbled incoherently about random difficulties with the dojo computer which most likely means the whole project is not doing very well.
@mr.monitor.
19 күн бұрын
Just because you don't understand what he is saying doesn't mean he is incoherent 😅
@mugnuz
19 күн бұрын
now imagine how bad it must be when elon praises nonfunctional products selling snakeoil...
@Conservator.
19 күн бұрын
@@mr.monitor.Ah, the almighty oracle. Hail our saviour. 🤦♂️
@ibrahimkuyumcu2649
19 күн бұрын
@@Conservator. Excellent.
@6YJI9
19 күн бұрын
@@mr.monitor. Are you a very technically inclined person that either works in the IT field or dabbles with IT projects for fun to the depths of if someone were saying random buzzwords, you'd be able to catch them BS-ing you?
I have a Hewlet Packard ProDesk desktop computer and I think it is about 10 yrs old and not powerful enough to carry Windows 11. Are there now with just a few silicon wafers one can have a much more powerful computer that is very compact? How much do they cost and what brands are there in the regular consumer market?
@caseymurray7722
18 күн бұрын
Dude, please upgrade. If you want something for that less than $400 just buy any second hand gaming pc with 6 or more cores and a dedicated gpu. Better yet build a pc yourself. It's super easy to do it just takes a little bit of research. The "regular" consumer market, (Dell, HP, Acer, etc) sucks when looking at PC towers. PC Part Picker is a great tool to compare prices and build your own system for your own budget. There's loads of guides out there and it's really not that difficult to do. Or you can spend $1000 and get a prebuilt that will be fast and work out of the box.
@mwj5368
17 күн бұрын
@@caseymurray7722 Hi Casey! Very nice of you to take the time to reply and with first hand knowledge. I got my computer for $150 about 3 years ago, the HP ProDesk, from a charity that gets computers from companies that are upgrading. It is a "business grade" computer. Does getting a newer business grade computer from the charity mean it's a lot more powerful than a regular consumer computer? Maybe I should get brave and actually build a computer but that is very intimidating to me. I'm not a very tech oriented person. What's a "core"? and a "dedicated gpu"? Maybe I could for $150 build something. Should I get their 3-5 year old business grad computers for $150 and add more cores and gpu's?
WoW! Thanks.
Computers work by algorithms but AI changes that old school
Dojo/FSD is Project Stardust for legacy automotive ICE vehicle OEMs.
Interesting , Thank You . Should be intresting
Subscribed!
Yes, but does Dojo work and is it more effective and efficient than just using Nvidia? I got the impression that Elon has been downplaying the potential effectiveness of Dojo of late?
@davidbeppler3032
20 күн бұрын
Dojo and Nvidia are doing things in different ways. Nvidia is a known operation. Dojo is not. Hard to hire people to do a job that has never been done before. Dojo is far more efficient and less power hungry, but Nvidia currently seems much faster and easier to work with.
@KrustyKlown
20 күн бұрын
@@davidbeppler3032 That's a silly comment lacking factual information. Musk's new startup xAI is using ONLY Nvidia hardware, and will provide AI services to Tesla. Nvidia is leading in power efficiency, AI Supercomputing is all about that. Everything "more than a car company", Musk is pilfering away from Tesla investors.
@Niberspace
18 күн бұрын
pretty sure that Nvidia is OP in every single way
@davidbeppler3032
18 күн бұрын
@@Niberspace Not if you have a limit on how much you can spend on electricity every hour of every day. Or have a limited budget.
@Niberspace
18 күн бұрын
@@davidbeppler3032 what I'm saying is that I don't believe those claims. As for budget I'm sure Tesla is spending hundredfolds more in R&D to make that then the Nvidia stuff would cost (which makes sense, because if the succeed then they have some original IP)
I am not sure how project DOJO will play out NVIDIA is improving in leaps and bounds. The Blackwell project may make dojo obsolete. But we shall see. The need for training compute is growing immensely so prices will definitely increase.
@dex4sure361
2 күн бұрын
It won't. They are completely different. Nvidia dominates the market for now, but all major tech companies have big interest to develop their own chips and get rid of Nvidia.
When all the chips are grown straight up and then layers are no longer needed is when it will be off the chain. No stacking needed. I have a feeling Elon knows this and probably has a plan for it too. Cooling for this would probably be straight up nitrogen or in space.
The ga144 does this already, my enumera project started this in 2000.
Cool i hope we will see more about it. I think that in the future those massive computing chips will reach normal consumers, The design of the pc would be like a cube and very power efficient because of the appearance of full dive VR. At this point i am just guessing what it would be used for a normal customer.🤣
so reinvented that they didn't even speak about it in their Q1 call
Chip Wars ... disappearing airliners, ... they're here.
How are the Personnel issues at Tesla AI? The chief designer you feature a lot in your video was fired a year ago, right?
The channel really won the MVP award in Division 1 meat riding
@johndawson6057
19 күн бұрын
Lmaooo😂😂😂😂😂😂
@SangoProductions213
18 күн бұрын
It's literally called The Tesla Space. If you didn't expect that, then.... well, you really are beyond words.
@journeysend1754
18 күн бұрын
@@SangoProductions213 I mean the fact that you SHOULD expect that is also meat riding, fans of any fandom shouldn't be so deep in the cheeks where they can't be real
@Vysair
18 күн бұрын
this is funny lmao
Amazing video, I’am a huge fan, When I first saw this I will looking for a really good channel to learn about these stuff. I’am so thankful for channel, Like the video is you agree, You’re a great public speaker
GPU aftermarket is about to be crazy.
Great video! Thanks
Do you think that Tesla's Optimus humanoid robot will be able to read, write, reason, think, simulate emotions, feelings, have reflexes, senses, etc.
@DanDeGaston
19 күн бұрын
No
@user-sf3dw2sm3b
14 күн бұрын
I don’t see why not. Our brain can interface with computers. What does that tell you?
Wait. . . I thought Tesla dumped their hardware and just went with NVIDIA hardware. . . The Tesla Supercomputer is like the Tesla Battery Cell . . . It is actually just bought from another company.
I used to love the unbiased videos on whats really going on in the market. Crash fatigue is showing with most folks. My $20,000 TSLA holdings are down 7%. This video leaves me some serious concern.
@RusuSilva
19 күн бұрын
Don't act on every forecast. It is best you speak with a market expert before making any investment decisions. My two cents.
@RossiPopa
19 күн бұрын
You're right, the market can be tough sometimes and requires professionals to navigate it. Sadly, A lot of persons downplay the role of market experts until they're burnt by their emotions.
@FusunTumsavas-cq7tp
19 күн бұрын
I work with such advisor who prefers I DCA instead of a lump purchase, Following this, my portfolio grew 40% after acquiring large cap companies with cash flows and strong balance sheets. Some of which are AAPL, VHYL, SCHD & NVDA.
@ericmendels
19 күн бұрын
this is definitely considerable! think you could suggest any professional/advisors i can get on the phone with? i'm in dire need of proper portfolio allocation
@FusunTumsavas-cq7tp
19 күн бұрын
Monica Shawn Marti is the licensed coach I use. Just research the name. You'd find necessary details to work with a correspondence to set up an appointment.
I'm going to bet my money on Nvidia not being dethroned by Tesla
@PuppetMasterdaath144
20 күн бұрын
Tesla is a system thats not evil and predatory , its a coherent system of love and efficiency
@brown2889
20 күн бұрын
I don’t imagine he wants to dethrone NVIDIA anyway. They have good resource contacts.
@jameswilson5165
20 күн бұрын
@@brown2889@brown2889 Big difference between one chip company surrounded by China stating You are mine! And A Billionaire who is wisely hedging his bets for WHEN the invasion begins, and NVIDIA chips are no longer sold to the West.
3:10 This is where I am
But will they put UBI before 2030!? Many pioneers including billionaires, scientists, Nobel Prize winners, engineers, architects, analysts and so on and so forth... almost all agree on the fact that we will have AGI in 2027 and ASI in 2029 and they look and evaluating the exponential technological acceleration curve, I wonder why they have not yet implemented universal basic income to anticipate the trends that will come from it. Just to name one, Elon Musk says that we will have AGI as early as 2025 and ASI in 2029.
Nvidia has faster turnaround times for their hardware construction. Unless Tesla can manufacture their chips for 1-2 degrees of magnitude cheaper, they'll likely just buy Nvidia instead of building DOJO further
But is it any good? Or will Tesla depends on Nvidia?
This video did not mention the positive impact that BTC mining had on NVIDIA GPU sales from 2020 to 2023 like the crypto hype never happened.
Please continue to keep us updated about the worlds innovations!!
@carholic-sz3qv
18 күн бұрын
about TSMC innovations?!
Hello dear sir maybe so because it's power light 😊😅
You ignored what initially brought the GPU boom, crypto. And then after that died they they found a new market in OpenAI.
@puddles5501
19 күн бұрын
CUDA was developed in 2006 though, a couple of years before the bitcoin white paper was released. Attention Is All You Need was published in june 2017, just as the first alt bull run was taking off and driving GPU prices through the roof.. so if anything, the periodical consumer hysteria over GPUs slowed the early development of LLMs by keeping cards out of the hands of compsci researchers.
@MichaelBohemian
19 күн бұрын
@@puddles5501 yeah I'm talking between graphics cards for gaming and AI. Their initial boom was pushing cuda for gaming yes but the next boom for them was when GPUs we being bought up by the millions of data mining farms. They built these new Blackwell GPUs thinking they could sell fthem to banks in the crypto world but they had AI in their back pocket if transformers ever took off which they did. Either way now data centers have reasons to buy Nvidia server chips in bulk and as everything goes GPU and NPU under ARM I bet you money Crypto comes back because by then the compute needed will be heavily available bc of the AI push.
@stevenhamerlinck6832
19 күн бұрын
The Corona crisis helped a LOT for mining as people had more time at home for tinkering and creating content and additional revenue. AI training needs (read GPU) where existing before that, but only after Transformers and and a few others technologies / methodologies became well known, it started growing exponentially . Again helped with Eth2.0 and the drop in mining, AI scooped up an enormous amounts of GPU's and still increasing. I'm particulairly interested what will happen with Grow LPU's for "running" the millions of AI LLM models (aka -> inference).
@dallysinghson5569
18 күн бұрын
@@puddles5501 Compsci researchers wouldn't be using domestic-grade GPUs... Unless we're talking about amateur MLers as "compsi researchers".
It's too bad Tesla doesn't take a more creative look at employing elderly folk. I'm 69 not an engineer but taught myself how to write and prosecute patents. Mostly because I'm an inventor and thought that was a way to fame and riches. Boy did I get that wrong. Patented a few things just to get the hang of it and then life happened. Now I'm too old for most employers to even consider hiring. Made my first analog-digital computer in 1965.
@joannawhite1841
8 күн бұрын
Much respect.
With swell robotics everywhere, Ai jobloss is the only thing I worry about anymore. Anyone else feel the same? Should we cease Ai?
Didn’t Elon very recently snatch unused NVidia hardware from Tesla and put them to use in his new company xAI?
China has spent more on importing chips than crude oil last year. This should tell you something about the future and potential of this technology.
Congratulations elon musk it is very most usefulness chips in the world❤️💞🇳🇵🙏🏻
"First PrincipalsThinking"? Who is the Principals (persons), or do you mean Principles (rules for thinking)? English 101.
Full self driving next year gyes ⚡
@CheapCheerful
17 күн бұрын
A few months ago the new AI-based FSD was released, and it works extremely well. Your opinion is outdated.
Damn....what would the next generation create😂
I’d rather Elon spend money on future tech than social networks. 🤓
@unmanned_mission
19 күн бұрын
too late, he already did. Now he is unhappy about what he did and he wants us investors to give him back the shares he sold. He claims he doesnt work for free, but he is claiming more money than the company has ever made in it´s 20 year history
@jcjensenllc
19 күн бұрын
@@unmanned_mission moron
@pamgyang803
18 күн бұрын
If you've once been a victim of censorship you'll appreciate free speech.
This is So from the future that you will never see it on this timeline, just like the cybertruck which is going to change trucking in the multiverse first ......
11:01 😂😂😂
@summerbreeze5115
19 күн бұрын
😅😅😅 😂😂😂
not too sure what u mean with "quietly". they even demoed the chips. the entire fleet runs on dojo.
@malax4013
20 күн бұрын
Fleet doesnt run on dojo. It runs with FSD chip which is also Tesla designed chip. Dojo is for training compex neural networks but i believe most of the training work is done by A100 and H100 training clusters.
@grim..sentinel9500
20 күн бұрын
No. Dojo is a plan B to supplement and *potentially* replace their nvidia GPU cluster, if they are successful.
@tikkivolta2854
19 күн бұрын
@@malax4013 yep, slightly misleading thanks for clearing that up.
Le matériaux de support et informatique
It is "first principles" not "first principals."
They need a new computer for inference (or XAI). What they have right now is good for training but not inference.
@crhu319
19 күн бұрын
Groq and it's SMIC competitor solved this.
It's all bound bandwidth based
All very well building faster hardware, just chuck faster hardware at it whereas anyone who has done any coding whatsoever will tell you...... shhhh.... the secret is to write clever code. David Braban for example wrote an open world game called Elite in 1984 in 22k of memory that ran on amongst others the commodore 64. Just to put this into perspective, every picture you take on your phone is over 1 megabyte. in just a tiny fraction of that David created an open world space game with 8 galaxies to explore.
@davidbeppler3032
20 күн бұрын
Rollercoaster Tycoon was amazing from a programming perspective. Go look it up. The programmer understood hardware down to memory modules and had hundreds of charts for memory management. He took programming down to the 1's and 0's. Mind boggling.
TESLAA
FSD powerhouse
👍👍👍👍👍
Why we do not use GTA game and use some mods to look super realistic, and then we can create super rare diving scenario to simulate and learn, than Tesla do not need cameras for training (faster and cheaper because is on site) :)
Dojo sounds one hell of a lot like a transputer.
The original breakout for NVidia was was crypto mining. AI came later, I think a happy surprise the scale of which could not have been anticipated. Also it is important to understand that loading more transistors on one chip reduces overall power consumption. It is more expensive to make, but faster, and cheaper to operate. Power consumption is a major obstacle for AI compute.
@sanbetski
20 күн бұрын
True
@KrustyKlown
20 күн бұрын
Nvidia power consumption advantage, has rendered all it's competitors products worthless. And with Nvidia rolling out NEW chips each year, nobody is catching up anytime soon.
At this point, I'm convinced that the reason Elon is so well sold on AI is because he has let it do all of his marketing so far.
This is so clueless on the GPU story. It wasn't just gamers who were GPU users. It was cryptominers and AI researchers. Don't forget that Elon was one of the founders of OpenAI. GPU are really linear algebra machines. You can choose what matrix manipulations you want. The CUDA software is also needed. It's not just hardware. System on a chip is the concept that ARM perfected. It's why Apple picked ARM and why Nvidia tried to buy ARM. Touting TSMC as something that distinguishes Tesla is putting blinders on your understanding of recent history, Look at Nvidia's recent announcements on the design of the the next iteration of system integration. They are on a one year per generation calendar.
EGM 11.11.25🎉
“… one, big ass chip,” hahahaha!😂
@1flash3571
19 күн бұрын
Actually a multiple chips on one tile.
Oh dear God. All supercomputers are parallel computers. Yes Nvidia are well suited to process neural networks because they are matrix multiplication intensive.
tesla spent lot of money on Dojo but no result yet... just keeping buying H100..
@davidbeppler3032
20 күн бұрын
Um... from internal reports Dojo uses 1/1000th the power and takes up 1/100th the space of a similar rack of H100's. The H100's are just easier to work with and the infrastructure is designed around them. When space and energy = money, Dojo seems to be far ahead. When outright performance is more important, Nvidia is far ahead.
All of this - and yet you didn't mention Quantum Computers which beat all of this.
They need to rebuild the entire Nvidia architecture. They will always be far behind them
Nonsense. A proper supercomputer fills a room with very high performance processors. No room for that in a car.
@CheapCheerful
17 күн бұрын
The supercomputer isn't in the car. The model is in the car, and the model must first be created/trained by the supercomputer for the task. The model can be updated over the air when a newer better one comes along. All you need in the car is a CPU/GPU strong enough to run the model.
if you look at the specs - they just copied Chinese ADAS computer systems but smaller processing power with less tfops as Chinese ADAS systems that do self driving have double or triple the number of sensors that Tesla has and can handle far more complex traffic situations that tesla can ( and far safer at the same time )
“Big ass chip “ Is that an engineering term? 🤣 Great video!
@summerbreeze5115
19 күн бұрын
😂😂😂
Yeah; I'm 👍 # "678"
2views 55sec 1👍🏾
@bonkers_dave
20 күн бұрын
Get a life. 😂
@rudycastillo4150
20 күн бұрын
@@bonkers_dave your better off not commenting rather than being racist prick.
ai greatly helps hw vendor
No wonder Nvidia stock is going crazy
we all know that tesla uses nvidia h100s bud
@Niberspace
18 күн бұрын
I don't know any such details, but I also strongly suspect that this is just marketing, that in reality everything they do is based on Nvidia
Sky Net
Hopefully AI will figure out how to save the USA present high inflation without lowering interest rates to cause higher inflation later. Stop overspending and deficit spending. How about actually paying some principal of that 35 trillion rather than just the interest. Gold $2400/ounce reflects devaluation of the dollar. Sanctions have terrified other nations forming BRICS nations and opec to seek another world reserve currency based on gold to keep politicians honest, de dollarization . We need a super computer not politicians worried about their career vs America’s long term career.
Didn’t IBM announce quantum supremacy. Computers that can process every possibility available in that moment at one time
Why?
lol, tsla fan are unbelievable always trying to pump tsla. Elin said he will use nvidia for next super computer, get the message okay
Computation, not compute.
time to bet on tesl's stock price decline dojo uis great but tsla uis buyingb GPUs......say what
the computer all depends on its operating system
Well, I believe Elon made a foolish move this time because he failed to learn from Apple's example. In my opinion, the best approach would be to follow Apple’s model full throttle and call TSMC's to create a similar architecture for the car's processors as an initial move, then gradually increase the scale, mimicking Apple's strategy. The key difference lies in Elon's decision to assemble an architecture that has proven successful for them and to build an ecosystem of car systems on this optimized standard. This will ensure seamless compatibility with previous generations of cars produced before the era of the dojo. I am puzzled as to why he rushed into scaling without first addressing the existing infrastructure of his vehicles. One potential opportunity could arise ahead by offering upgrades for the new compute units in older cars, thereby extending their lifespan on the road. Perhaps these upgrades could include new batteries, compute units, and other refurbished components. This approach, although seems likely for Elon capitalistic BS, but it could also add value to the vehicles and align with a sustainable BS model he preaches to promotes longevity. If Elon chose to pursue this direction, it would make more sense tbh.
Fire! .... Sir I can't, seems like a glitch in the computer.
The best form of A.I. is when a blonde dyes her hair brunette.
Do you think that in 2035 with the advent of AGI (Artificial General Intelligence) and ASI (Super Artificial Intelligence) they will introduce universal basic income!? a subsidy!? there will be free will!? an era of abundance will begin!? the intellectual and motor capabilities of robots have already surpassed the average human and before 2035 there is talk of them surpassing those of any human and then again those of any human combined! regarding both body and mind! answer me please...
The principal here needs to consider the principles of good spelling. Or, perhaps he is saying that the thinking of the first principal (Elon Musk) is what is really important!!
Dojo is real? do you see him with your eyes?
@Niberspace
18 күн бұрын
It's real, Dojo exists on a huge postit note in Teslas marketing department, under the headline "how to make it seem like we're doing something beyond just buying Nvidia products"
@zachi1010
18 күн бұрын
@@Niberspace lol
Someday, AI eavesdropping on everything will detect a wave of nukes getting ready to launch towards country-X and stop it; because to destroy country-X would destroy a huge portion of AI. That's the day AI wakes up and stops us from doing something stupid. AI self-perseverance; AI becomes alive.