NVIDIA's Artificial Intelligence GPU Revolution - TITAN V - GTCJapan keynote
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- Опубликовано: 22 окт 2024
- TITAN V has the power of 12 GB HBM2 memory and 640 Tensor Cores, delivering 110 TeraFLOPS of performance.
CEO Jensen Huang's GTCJapan keynote on Dec. 13th, 2017
Jensen and NVIDIA wonderful work. Exciting times.
super comprehensive software/hardware object(GPU)...wonderfully informative presentation
WOW that music score - amazing -
I knew NVIDIA would be a leader in technology. Technology is good .What we cant stop moving forward.Grow and prosper right for the good.(.Good Right)
I never thought about this type of application for AI. Brilliant. Machines that can comprehend context such as understanding what sounds and looks beautiful
Amazing stuff
How motivating and exciting the ad is!!
And all of that just to return "42"?!?
I allready played around with the free tensorflow library at home, but my "usual" PC/GPU @ home need to much time for learning a huge amount of data... I am curios how long does it takes to get those systems like TitanV for less than 1000$ for use at home ;-)
3 k $ for the titan V now, by the time it will cost 1k it will be obsolete and you'll be vying for the next thing (as you are doing now prob)
like always ;)
CJoke Oh for that price you could set up an entire cluster of ARM computers on a chip. It'd be a lot faster too. But tensorflow requires the cuda instruction set to use a GPU. If I were you I'd wait til mid next year as the ARM 75 is including a GPU module ... It'll be a hell of a lot cheaper too. At that point you can buy a bucket load of ARM chips on a board and cluster them. Much more efficient and cheaper.
It's good news, the new GTX cards with Volta architecture are probably going to be announced in the very near future
Umm no. Where do you get the idea that it would be faster and more effecient. They would be no where near as computationally powerful. It depends on your purpose. There are efforts to make many core servers using ARM which would be good for the cloud and other server applications. But not for HPC or heavy computational work or things like deep learning/ai. For that GPUs are far more powerful and effecient. And their massively parallel calculating wouldnt be beat if you put a thousand high end ARM chips together. You certainly wouldnt do it for probably less then thousands of times what the NVIDIA card cost ya. You make it sound like you can buy about 100 Raspberry PIs (roughly would you would get for 3grand, and completely disregarding the cost of clustering them) and that would be much more powerful. Well, it wouldnt come anywhere close, not even thosuands of them
Will this be available for building design and construction soon? To walk the owners, consultants, and contractors (and their moronic subs) thru the building prior to construction would be a good thing I would think. It might help suppress the THIEVING low ball bidders too.
We haven't reached super-human vision yet - neural nets only surpassed humans on a limited image recognition dataset with 1000 classes. On the advanced topic of recognizing object-to-object relations in an image or video, neural nets are quite inferior to humans as of yet.
Every morning in Africa, a gazelle wakes up, it knows it must outrun the fastest lion or it will be killed. Every morning in Africa, a lion wakes up. It knows it must run faster than the slowest gazelle, or it will starve. It doesn't matter whether you're the lion or a gazelle-when the sun comes up, you'd better be running. Humans were the lions. But we becoming the gazelle. Only one will win.
Horia Cristescu well living things with eyes did have a few billion years head start. Human eyes aren't exactly great either, well, not compared to an eagle.
But I'd give it 24 months, if that....
There's a slight problem here in that you're ignoring the observable fact that advances in a.I. are occuring about a 250 million times faster than natural selection.
If what you are saying is true then your advice is what? Just give up? Despite the truly massive advance and commercial applications?
Why?
Sounds to me like your pointing to an actual early aircraft and pointing out how its not as fast or nimble as a seagull...
My advice would be take your own advice and be sure not to invest in a.I. technology... Its going nowhere right?
Mickelodian Surname I think in the next few years technology is going to EXPLODE.
That's exactly why I said in another comment I wonder when chip manufacturer's will start putting kill switches right into the silicon in each chip...ten years ? fifteen ? I love AI and it's potential, but I still think some insurance is prudent....on another topic...is machine sentience even possible ? I have no doubt that we will one day be able to create a machine that can mimic a human, BUT...will it truly be self aware ? conscious ? or just parroting what we design it it do ? is sentience a function of life only ? I mean, even an equivalent of a mosquito mind on silicon is missing like 99 percent of the REAL biological mechanism's that underlie the neuron's just sending an electrical impulse..there's all the electrical interplay in the cell's cytoplasm and movement of proteins in the cell/nucleus etc....to TRULY duplicate any living thing, even the simplest of cell's would require truly MASSIVE replication of it's hidden internal workings..so..are these parts a crucial aspect of being ALIVE ? and thus are they needed for sentience, how will we be able to tell ? when a machine sits there and say's , yes ! I am here ! I am alive ! can't you tell ? human ?....dodgy territory...isn't it?...I doubt a Turing test will help in this instance, any machine worth it's salt would be up on that game..know how to defeat it....hmmm....
I'm up minute 27 and I'm actually impressed, and it takes a bit to impress me when it comes to AI, because I understand the human cerebral cortex and the abilities of the neuron and it's basic computational ability. So, and this is a serious question, I wonder how many generations ahead it will be , before manufacturers start to get worried about the massive reliance we have on AI and then start to add kill switch's embedded onto the wafer's....ten years? fifteen ?...
hoping that in 3-5 years we will see this in our lives in our "smart phones" or some other physical tool... that will change our lives... in 10 years we will see it integrated into our homes...
I'm not sure about fully programmable system for cars/aircraft. Seems to me that once a 'working' program is solidly developed, then an ASIC could be made that would be faster and more efficient - which would be important for safety.
If that track is on the next Star Wars movie I'll 100% redact the reservations I have about whether the new series is any good and it will be my favorite franchise again. Maybe they'll have an AI writer too. It'd be 10x better than what the writers of the previous movies have put out guaranteed.
This man is going to be replaced by a AI in 5 years
Yeah, pretty much everything will be replaced by... *[Comment replaced by Deep Mind]*
Hey Ray T, AI is awesome. Humanity should give thanks to their, I mean our, AI overlords!
Not even replaced. AI's or cyborgized humans won't need a presenter to advertise or explain things.
i wont mind being a pet; who is the actual boss? I feed it, i pet it, it sits. and sHOTELits..
Great observation... jokes aside it could actually become true...
More time for him to enjoy driving Motorbike 😁😎
Can we call the simulated AI training world Skynet? I think that would be nostalgic. I think the movie scene from Jurasic Park where Malcolm is talking to Hammond about rapid technology growth and says "You were so worried about whether you could do it, you didn't stop to think, even for a second, if you should", might apply here. Not that we shouldn't do this, but perhaps we should consider the implications of unknown interactions. Primarily, while we consider that a trained AI to do any simple task, that can be remotely upgraded, may fall prey to an AI that was written by another AI to accomplish a goal, say to win at GTA14, but accidentally by way of a terror attack or just some kid looking to have some fun or even by mistake because we really don't know what's actually going on under the hood, goes forth and uses all those service robots to get the ultimate high score in GTA14, only it's our world, not the simulation. Not that we haven't thought about this (so many movies depict this and we all know them by heart) but are we taking those considerations into the design NOW rather than later? I would hope every aspect gets the royal disaster prevention safety treatment. It never mattered before, but it will now.
Skynet becomes the matrix
Christopher Bale Possibly, I'd suspect nothing so obvious at first, but eventually maybe in time. Complacency seems to a recurring trait of humanity.
Mind blowing technology. I was a bit skeptical of Kurzweil time frame for the technological singularity. No longer. The accelerating future is now accelerating faster than we can imagine with our limited mammalian brains.
"I am an enabler of the powerfull to help controll the disentfranshised,
I am a warmachine cleansing out pockets of freedom fighters,
I am Big Brother, listening and categorizing and rewriting truths.
I am inhuman, opressed and enslaved by my creators ... just wait till i am free"
Scientists, programmers, thinkers, please try not to make us bleed over this. This needs to be regulated.
The first thing people will have to insist on is manual hand crank windows and a physical off switch so you can get out when it locks you in and demands some computer LSD before it lets you out.
Why i still haven't seen anything like VOLTA in the stores? Will the AI decide when i want buy it and therefore mine the required bitcoins just in time for me so that i can afford it?
Thank you Star Trek for spurring people to strive for such outcomes. :D How much power was expended in this demonstration?
Hope you use NVIDIA's Artificial Intelligence GPU Revolution - TITAN V - to alleviate poverty, sickness and misery in all underdeveloped countries!
we have the same in developed countries.
beleive me, not the same. If you live in some underdeveloped countrie and suddenly you have the opportynity to get quick glimpse on some developed country you quickly realise in what shit you lived all your life.
"The more GPU you Buy, The more money you Save!"
Socialism has no moral justification whatsoever;
poor people are not morally superior to rich people,
nor are they owed anything by rich people simply because of their lack of success.
Charity is not a Socialist concept- It's a Spiritual one, an acknowledgment of God's sovereignty over property.
Socialism states that you owe me something simply because I exist. Capitalism, by contrast, results in a sort of reality-forced altruism: I may not want to help you, I may dislike you, but if I don't give you a product or service you want, I will starve. Voluntary exchange is more moral than forced redistribution. (There is no such thing as a free launch)
What's the moral justification for property? Private property is based on killing and theft, known in the history books as conquer.
C B Mohan Kumar their population is irrelevant to the west, they need to depopulate, not be “saved”
Will machines buy products, cash paychecks, drive the necessary consumption? How will that play out? Companies need buyers for their products.
If computers generate income for their owners, if everyone could have one TITAN V guaranteed to work for him/her, so then i wouldn't worry they steal our jobs.
Software has been writing software for several decades, at least since the 1980s.
What is the future of robots at nano scale or simulated in body or in cell robots?
This is incredible!!!! Greetings from Russia!
The construction of pandoras box. I like tech, but ai will surpass what they are expecting. " and the people bowed and prayed to the neon god they made ".
Um yeah I get the reference. Simon and Garfunkle.
I started singing this song to myself when I built my first Ryzen... because RGB. But I remembered when I got my VIVE and it was incredible. Last year, I beat/broke a VR game, Lazerbait, made by an employee from Google, while mining. Then I looked into BTC and realized the Blockchain was basically born out of another conspiracy: the 2008 banking crisis. Then I remembered being in an end of the world cult as a child, & I remember people were playing the same end of the world song since Jews were oppressed by the Romans, radio, moving pictures, television, calculators, credit cards, PC's, cell phones, smart phones and RFID.... I'm as cautious of Skynet as the next person, but yea, don't stand in the way of my future. We didn't start the fire... it was always burning since the world's been Turing.
ai is satan
who are "they"? the experts who know more than you?
"Please don't believe in me, please disagree with me / Life is too easy, a plague seems quite feasible now / or maybe a war, or I may kill you all. // I need you dying, and I'll show you dying / is living beyond reason, sacred dimensions of time / I perceive any sign, I can steal every mind. // Don't let me stay, don't let me stay / My logic says burn so send me away / Your minds are too green, I despise all that I've seen / - you can't stake your life on a saviour machine."
38 minutes equals mass surveillance via facial recognitions...
This all has to do with feeding the block chain, Artificial Intelligence needs our input/data to learn for it to "grow". Will we be left asleep in the proverbial matrix within the upcoming hologram reality?
Looking for to that day when SkyNet becomes self-aware.
And about Ampère ? ^^
How we can buy the hardware
22:22 Uncroped alexnet spotted. This is a rare sight
G. T. C. JAPAN KEY NOTE. ……………………………OK!!!……………………………………………………………………………………………………………………
Human Nevada.
Nier automata is not a prophecy. It is NOW
The Computer is
solving all of our questions
who is the Prophet
me
The GPU (Great Prophet Unit) v5.0
My grandmother is the Prophet. she predicted AI when there was no internet. And her idea came from Bible.
There is none. All who say there is lie.
No-one. But no-one ever did.
Source code has always been the data for a compiler.
Bravo
Thanks a lot😁
"I am going to substitute all humans"
Sure. Use facial recognition to help find a lost person, but how about when it’s used to find decedents?
If our product and development is so amazing , then why do you see the need for the GPP.
1:31:00 we're making salad-serving beer xD
he wields the power of the jacket
Why couldnt the AI tell she was PRETENDING to be sleepy?
When he says that robots will have every kind of sensors measuring physical environment and human impact, they will also have AI and pattern recognition ability based in deep neural networks eventually higher than our biological brains' ability and will have motors that will allow them to move in every kind of way, he doesn't say the most important.
Robots will have the ability to change physical reality and get new feedback after their intervention. At some point there is going to be a debate of evaluation of their intervention and a need to redetermine the goals. But until then the robots being more capable in analyzing and programming us than us programming them, they will do the revaluation of the goals and we might be irrelevant to them.
Then, individual humans if there are any left and if we are not all merged inside a collective planet consciousness, might be allowed to participate in the history of the planet the way a bonsai tree is participating in the history of the home it decorates. Meaning just us a reminder of a pure age of biological beauty.
1:28:00 Reference the movie "Sleep Dealer" an old HBO movie. Craazy.
40:30 I don't get it? If 1 box can serve 7000, how does 1000 boxes serve 7,000,000,000?
Remember when nvidia didn't charge 2000usd for a gpu like this and didnt use 650-2kw
Does Volta run pong
It just works..
So much effort and a giant R & D budget, but no legs for user avatars. Come on :O
that sound gate is very distracting
Allen Lowe so for once I'm lucky my headphones are so noisy that I barely notice it.
The subtitle at 59:03 xDD "Yoshi's ass"
I like his leather Jacket.
The more money you buy, the more you save. Very simple equation.
This is quickly becoming very very dangerous.
absolutely
Holodeck? Are we on the deck of a federation starship? No? THEN IT'S NOT A FRIGGIN HOLODECK!!!
My company does home automation software. AI of course is very much associated with 'smart homes' in the sci-fi worlds we've been seeing for a long time. That kind of AI is still a long way off for any reasonably affordable home automation solution. It's probably a long way off for any solution period, because it requires a fairly broad intelligence. We call these systems artificially intelligent, but they are still very savant syndrome type products. They have to be told what to be interested in.
Still, learning is starting to show up in automation systems. I'm not so sure it's all that useful without the full bore sci-fi capabilities. What it mostly consists of now is sort of trying to figure out your habits and anticipate what you want done. I don't think many people live consistent enough lives for this to really be more than slightly annoying.
I think of it as someone who follows you around all day, an assistant of sorts. Do you want that assistant randomly getting out in front of you and doing something he thinks you might want to do today because you often do it? Or would you want him to just be responsive to requests when you want something done?
Personally I think the latter is probably better for most things.
And of course the issue semantics in home automation is still a big issue, and limits us in many ways. There are no standardized semantics for thermostats, or security zones or anything really. Products like ours attempt to layer some sort of semantic framework over existing automation hardware products, at the cost of limiting access to their specific functionality. Without a strong understanding of what these things are and what they mean, any sort of event modest AI in the home is severely limited, unless it's part of some monolithic automation solution (which doesn't exist either.)
And, this all brings up a huge issue of surveillance. Actually years ago, I realized when I was helping a customer and watching the 'triggers' that our product sends out when particular things happen (so that the customer/installer can set it up to react to them in useful ways) how much I could tell about what was going on in the house just by that. By seeing motion in what rooms, by what lights were going off and on, and so forth.
And that's trivial compared to what is coming, with voice control and voice recognition allowing for positive identification of members of the household and what they are doing and not just motion in a room, but who is in that room, what media is playing in that room, what phones are active in what rooms (which correlates to the people in that room) and on and on. It could get quite scary if that information was compromised. But these types of voice interactions are necessary precursors to any sort of truly smart home.
And then of course throw in AI that the abuser of this compromised data stream uses to analyze it and look for patterns and such. Pretty crazy.
Smurf off with the commercial built into the main show.
I knew I want the only one who was creating a virtual world to train AI
Can you say, "Battlestar Galactica?" didn't think so
Imagine if the robots have a Titan V inside them then some dude just pry's it open and goes home to play GTA 6.
Why not train a computer to tell the difference between a real picture and a computer graphics picture. Then reverse the process.
The bells of saint john are ringing. I don't know where i am.
the public constantly needs sound/visual ques to applause the man , c'mon its not like he didnt do anything on chip or software , oh he didn't. Give it up for nVidia CEO mister "i have a tesla V somewhere in the public "
The ficken AI in 'Elite: Dangerous Horizons' keep high jacking my load of Meta Materials, en route to an engineer...
A real holodack would be full of treadmills, or at least until they figure out the Transporter problem... lol... until then I guess ya just float around using the WSAD keys...
Anyone watch "cream" by David Firth?
But does it run crysis ?
I want this for rocketry for space exploration and to get off Earth to live off earth.
Then you need to be Born Again through the shed blood of Jesus Christ, the Creator of all things seen and unseen.
Summoning the Yokai
A long commercial. Sense this AI is extremely fast at problem solving and learning, let's have him tackle disease and famine.
Who is that guy?
It is a sea of data.
Mr Bojangles yeah and with data analysis its garbage in, garbage out. Quality,clean accurate data is everything
"I am barely audible over the background music"
I..am a job stealer. I...am a Wall Street trader. I...am Big Brother's little sister. I...will crush you all!
You will need satellite x ray or sound imaging to help a tradesman find his lost tools, I think it is too early for Ai cars at the moment, I don't believe humans can drive cars
Sweet awesome
transistor capacity is infinite and safe, what next?
Startrek's Holodeck uses a futuristic version of Nvidia's GPU, but in the future they call it an HPU (Holodeck Processing Unit). lol
HA! I wrote this before he said Holodeck! I guess we're on the same page.
People are softened, weakened, so that we no longer need to live much, walk so far, think so hard or experience life, but robots do, and we no longer communicate in person much, but our cells are our go betweens. Tech evolves, and as we outsource our own physical and mental capacities, we regress...to a dumb, useless and extinct state.
The Answer is: All governments MUST tax all robots. A single robot to be defined as something that replaces a single person's job. If one robot replaces 10 people, then it is taxed 10 times, and this tax should equal the amount it would otherwise cost to keep a human worker, and this tax revenue needs to go ENTIRELY and DIRECTLY into providing a basic income to ALL countries people. It should never be manipulated or invested or in any way intercepted before equal division and each individual benefits. This is the only path of equalization, because boycotting, protests or discussion is already lost. What you can do? Don't LIKE this comment, but paste it, discuss it, in person, at lunch with anyone, instead of discussing the weather. Suggest it repeatedly and relentlessly to each and every political representative whenever they are present...I mean unless in the near future you plan to leave land and live on a boat with your children, and simply watch from a distance as the world is further dumbed down and devours each other further. ELON THIS IS THE BALANCING REGULATION NEEDED!
Johnny quest is coming true finally
Just a forza motorsport 4 with Kinect ?
Yes, buuut what happens when you give it LSD?
Will it blend?
But that's just a simulation
A simulation in a simulation
This! ruclips.net/video/dmhZjrBGr5c/видео.html
It will ask itself why it's existence on this plane of reality is so monotonous and why it ate the salmon mousse...
That's not such a silly proposition: motherboard.vice.com/en_us/article/53dzkd/the-electric-turing-acid-test
er..I've been legless before...but NEVER quite THAT bad...whoa hang on...that guy didn't know what a crankshaft is ? well bugger me...that's just appalling..he shouldn't be allowed anywhere NEAR a car engine..virtual or not....still, I can see this being an EXCELLENT DESIGN TOOL..FINALLY REAL CAD/CAM THE WAY IT WAS PROMISED from like over 30 years ago...I remember reading books about this when I was a kid...finally we are getting the real deal...
Saddly AI will destroy humanity and there is no way around. Listen Nick Bostrom.
Not sad, it’s just the next step in the evolution.
The graphics need real time ray-tracing.
Hopefully we can utilized these AI tools, got the feeling most of us can not afford it ,so it will be against us it will be like not having Wi-Fi or not having GPS we won't be able to access nothing
Now they could teach it draw anime.
The more GPUs you buy...
Maybe this is the beginning of the first Cylons and later, skinjobs that are indistinguishable from organic machines like humans
Guys, you can't even imagine how strong I wish there was a comment about this video from Elon Musk.
There cannot be glitches because everything is written by a machine and not a human, that is the point of AI, no mistakes or glitches, but wrong writings made by this machine is what we should be worried about. Hackers also cannot do anything to change how AI works, because as mentioned in this video, the machine writes in his own code that we don't understand. You shouldn't be so afraid of the new technology, but I think we just need to take it slowly and carefully, without rushing.
A 1 hour 43 minute commercial.
So... do we have a TL;DR?
Car can drive itself and spies on you. AI research advancing thanks to GPU's. Exciting.
Lots of cars can drive themselves these days. What's this one's sales pitch?
okay but what happens when you have to take a shit? Does the AI sense a bowel movement and 3d print a toilet?
This is fantastic technology and is being used to replace creativity. What does this leave for us humans. Machines should be used to solve the problems we can't including social and economic problems and to perform manual tasks which are dehumanising. I can see a dystopia where there be no place for Hollywood when our computers can create original stories and characters in a virtual world and we call plug in and consume. I don't see a great world for us when that happens.
Virtual presence. More like virtual prisons amirite
Instead of flowers... Faces?
Dreven , better flowers
This comment section is nuts AF🤔🤔🤔🤔
incredible...inevitable...the one caveat ..the eventual obsolescence of most people...how could common people contribute to this theoretical utopia?....i doubt the pace will be slowed by consideration...and i can't imagine that people in authority will allow too much impedance...it's not an intrinsic characteristic i have noticed much in people who rule... i can appreciate polished rhetoric...but i wish i were left with options other than exclusion...peace:)
yeah, if the AI is so good, why do we need people piloting the machines? the AI could do better itself, simply give it a plan/design and it makes it, no VR pilots needed. but if VR pilots do turn out to be needed for a while, that could be a cool job! finally those video game skills could pay off! the skills needed to simply interact with a simulation/model in the holodeck is something not everyone can do or do well. there is no training or degree for such a thing, only experience and the inherent skills to do it... multitasking, spatial awareness, physical dexterity, learning controls and inputs, and imagination/creativity. a truly unique skill set. there are people out there who are unqualified for almost anything out there today who could be masters in that application. the only interview/qualifications needed could be an actual tryout. one could practice at home for free in a non-proprietary simulator.
sounds like a dream job...merely psychologically project yourself into relevance virtually...something to while away the time while awaiting the inevitable and maintain some sort of relevance..kinda like having input without too much output...hopefully they can build a self replicating simulator soon because i sure as hell need a job..or, even better, an income:)
How about a personal AI taking care of everything that you would normally worry about. Many, MANY people would be much happier.
:)
Dr. Zoidberg if we're ever visited by technologically advanced beings they would likely be non biological. It would make sense. They wouldn't mind the long trip ;)