Thank you so much! So delighted to see that you Fellow Scholars are also enjoying light transport - it's the best! 😊

UE5 uses Lumen, and it’s not only awesome and blazing fast for Global Illymination, but also you can add Voxel 2.0 plugin

Great research

@@smanzoli yes it's great but not nearly as accurate as real ray tracing. There are a couple vids showing how trees for example and some other objects appears mich brighter in lumen than they would ray traced. That's because lumen uses spacial light samples, not Pixel light sample like raytracing. So instead of shooting rays out of the camera, it samples 3d pixels (voxels) in a cube grid on the map. That's basically what they always used for rendering game lighting, with the difference that lumen works in real time and doesn't need to be baked.

Yeah, that realtime denoising is awesome! In terms of quality, it's still not quite as good as something like Intel's OpenImageDenoise (which runs on the CPU). The difference is their method is realtime, and OpenImageDenoise isn't, without a ridiculous CPU. Edit: nevermind, a developer working on OpenImageDenoise got it running in realtime on both AMD and Nvidia GPUs, meaning it isn't locked to just Nvidia. OpenImageDenoise is definitely the better solution, or I suppose will be once they finish up the build that functions on the GPU.

Lol

They're now two minutes to the power of four lol

The real fundamental law of papers

I enjoyed the longer format as I don’t watch every video.

Heisenberg would be proud

We're gonna need a bigger paperweight.

​@@alansmithee419 only an RTX 4090 could possibly work

@@UON yeah wont even have any papers left to hold down when that's bought

same

I want a paper on trying take get a realistic render of a Paper being squeeze that’s 100% realistic

Thank you for presenting all of this astounding research. More than the technology itself, it is your life-affirming delivery that inspires optimism and enthusiasm for a future that otherwise contains so many bright unknowns as to be terrifying. You are the Bob Ross of deep learning.

You’ve more than earned it! :)

what a time to be alive!

You really deserve this honor, sir! 👏

Do a video on the new Jurassic-1 language model

Moore's Law has been dying this millenia so hardware improvements have become incremental and not exponential like in the 'good old days' when we expected a doubling of performance every generation, now the younger generation considers a 25% increase to be significant; so it's really only Algorithms/AI getting exponentially smarter that's giving these massive improvements, but like Moore's Law that's also bound to reach a limit, hopefully later than sooner. What's really needed is new computing technology that once again follows Moore's Law, but since capitalism is still making huge profits from old silicon tech I ain't holding my breath.

@@MadScientist512 we’re getting 50-70% performance uplift per generation in GPUs, I don’t know where you got the 25% from

@@MadScientist512 we are getting 2x improvement if you combine both hardware and software i.e. dlss

@@n9s3nse10 dlss is software. From strictly hardware point, we are nowadays getting 25% to 33% at most per generation

our best bet right now is improvements in algorithms particularly AI or machine learning. machine learning is more on guessing rather than actual computation. but the thing with machine learning is learns so it also scales up as time goes on just like the transistors in a chip. what's rough guess right now could be an accurate outcome in the future.

Back in about 1987 I was using the forerunner of cinema 4D on an Amega 500 and I remember setting up a scene and going on holiday for three weeks and when I come back it had only done half the scene!

It did not crashed in 3 weeks? What kind of sorcery is that

@@LongTran-em6hc 🤣🤣🤣

@@LongTran-em6hc I ran my Linux PC crypto mining for like a month and a half without rebooting it and it never crashed

One of the things that's changed is that we have more cores now. Even at the time, if you were fortunate enough to have a dual-processor rig, that would have been much closer to 45 hours as ray tracing is trivial to run in parallel processes. And with modern heardware, just being able to split the load to 8 or more processors alone would cut the time down to just over 10 hours. With the more efficient processors and increased RAM it would be done much faster.

You're old, wow

You're 65? What a time to be alive.

@@QuackZack I am 54 and the time is amazing regarding computing power.

If you live long enough you may be one of the first generation to reverse aging

ah good idea. depends on if the wider area will take up enough resources to drop framerate, but I doubt it would drop very much

If you're talking about 13:56, you might be mistaking the raw noisy section for one with less detail. The first few columns on the left side show the noisy input to the denoising algorithm, which takes up the rest of the screen.

this doesn't work because camera can rotate, it doesn't just go left or right. all these effect are not new, there are working example of this shader that u can apply on existing game with api hook because gamers always find way to make their game look better. all these implementation suffer from a problem when you rotate. the best "solution" i seen from is to hide this from user by implementing a camera edge motion blur when the camera rotates, u cannot predict how a player control camera will turn.

Totally agree, we've reached a point where amateurs or even low-budget professionals simply can't compete on their own, no matter how skilled they are.

The good old days for a lot of things are over, right!

@@alefratat4018 I think low budget studios and amateurs can always compete. You dont have to use RTX if you dont want to. And the main reason I love indie gams is because they are much simpler and focused on the fun part, with great idea for game mechanics or story. AAA games usually go full bonkers on graphics, but the story is usually lacking, and they are sterile most of the time from some new interesting game mechanics.

@@RamsesTheFourth Doesn't he mean writing it into a custom engine? I mean just putting ray tracing in a game is easy for anyone at a basic level, it's included in UE5. I can enable it easily there - but I'd be clueless on adding it to a custom engine.

@@kennylaysh2776 Thats what I understand he meant. Sure, If anyone uses commercial engine like UE/Unity then it should be easy to do.

Those read, listen to / bugged / eavesdrop / overheared / tapped, watched, spied, copied and steal many of my ideas (=inventions) initiated by me: + open, transparent 360° sunlight Buildings, construction methods, architectures, designs, concepts; + step-floor / -storey / -level / -tier pyramid (e.g., as a residential building); + 360° stepped floors / storey / level / tier buildings (constructions, architectures, construction methods, designs, concepts, 2D, 3D, models); + 3D 360° environment (surround), volume, space (room) audio / sound; + 360° environment (surround), volume, room screens (displays), monitors, TVs; + screens (displays), monitors, TVs without backlighting; + many things with magnets like Micro-OLED; + 360° screens, monitors, TVs, panels, glass; + curved screens, monitors, TVs, panels, glass; + 360° reflections and light digital: "ENB", "Ray-Tracing" / "RTX", “Lumen illumination” and whatever renaming! + Short Throw Projectors; + dark backgrounds / themes / skins for windows, browser windows, internet sites, programs / apps, etc.; + fanless, passive cooling; + thermal pads; + heat pipes; heat fins (no sure yet); + 360° heat fins; + Water cooling (unwanted, because it conducts electricity) and + liquid cooling (wanted) for the computer and personal computer / PC application area! + 360° open cooling, e.g., with air-flow by air-holes, no cases, no walls, no cover, etc.; - I am not the inventor of refrigeration by nitrogen, instant- / blast-freeze / -freezing; + 360° open, transparent PC cases; + 360° Sphere, Ball as a Wheel (2D, 3D) “Omniwheel” / “Omni-Wheel”; + from a standing position / standing a 360° turn / rotation in any direction on all objects, including logically and of course vehicles, transporters, robots of all kinds; + flying objects, planes that take off and land vertically, for example by hot air, example fighter jet; + skyscraper up to the weightlessness of space ("space scraper") - "mega construction", “orbital”, etc.; + bendable, flexible, foldable screens / displays / monitors; + bracket / mounting arms for PC, screens (not sure yet), + 360° "ergonomic" bracket / mounting arms; + LED lights (at least its implementation and intended use outside of tv and pc-monitor); RGB LED “Nanoleaf”, etc. + and much more! + I'm not the inventor of VR, but of "AR", AR glass, AR glasses; It was only later that I realized that they derived a lot from my ideas (=inventions), a lot came about that has to do with color and light, through me as an initiator, booster / catalyst, e.g., through my idea, invention of the Screens without a backlight and without a built-in / integrated backlight! It is no coincidence that only afterwards, after I initiated this, they built, built and are building those inventions thanks to my impetus! They sell my ideas (inventions) as theirs! They are not the inventors, but the first technical implementers of my ideas (=inventions)! And those are not the inventors, but the thieves of my ideas (=inventions) initiated by me, because those act as if I wasn't the first hand and the first domino, and they take unjustly, undeservedly a lot of money, stolen money (blood money), recognitions, awards, certificates, fame and history, they boast of my laurels / merits! Before me they all were stucked at LCD, Plasma TV and less lights! I have made a deep impact in evolution! Those manipulate, sabotage, falsify, distort images, paintings, digitized and real, animations, videos, films, also composed of many images, even the publication dates of mine, others and their posts, images, videos, etc.! You have to understand, those can distort everything that can be heard and seen in real life and digitally! They block and delete my pictures, videos, posts, comments, comments-answers and answers! They are poisoning and murdering the world with fake diseases, treatments, "vaccinations"/ "vaccines" and injections by syringe! Now they also make it out as if they haven't been ripping off, cheating, enslaving, murdering other countries with the money currency, money exchange by even -99% for more than two centuries! And as if I'm not the first to disclose that and more! As if I didn't disclose and initiate > 1.00 Ruble (₽) = 1.00 asian Yen (¥) = 1.00 Euro (€) = 1.00 Dollar ($) = any (X) any country < years ago! Each and every non-civilian you hear and see on TV is involved! You can hear and see their > blue blue blue

@@damysticalone87 ???

If / When you have money, health or "natural" disaster problems or if / when you are somehow affected by traffic accidents, traffic jams at some point, somewhere, then think of me, share my posts and my pages! Be sure to read my comments under my first videos completely via laptop or PC! Be sure to read my contributions, posts, comments under my first videos thoroughly, maybe no longer visible via phone app because they intentionally set it that way! Use laptop or PC!

@@damysticalone87 ///beep hoop////beepboop

If / When you have money, health or "natural" disaster problems or if / when you are somehow affected by traffic accidents, traffic jams at some point, somewhere, then think of me, share my posts and my pages! Be sure to read my comments under my first videos completely via laptop or PC! Be sure to read my contributions, posts, comments under my first videos thoroughly, maybe no longer visible via phone app because they intentionally set it that way! Use laptop or PC!

Those read, listen to / bugged / eavesdrop / overheared / tapped, watched, spied, copied and steal many of my ideas (=inventions) initiated by me: + open, transparent 360° sunlight Buildings, construction methods, architectures, designs, concepts; + step-floor / -storey / -level / -tier pyramid (e.g., as a residential building); + 360° stepped floors / storey / level / tier buildings (constructions, architectures, construction methods, designs, concepts, 2D, 3D, models); + 3D 360° environment (surround), volume, space (room) audio / sound; + 360° environment (surround), volume, room screens (displays), monitors, TVs; + screens (displays), monitors, TVs without backlighting; + many things with magnets like Micro-OLED; + 360° screens, monitors, TVs, panels, glass; + curved screens, monitors, TVs, panels, glass; + 360° reflections and light digital: "ENB", "Ray-Tracing" / "RTX", “Lumen illumination” and whatever renaming! + Short Throw Projectors; + dark backgrounds / themes / skins for windows, browser windows, internet sites, programs / apps, etc.; + fanless, passive cooling; + thermal pads; + heat pipes; heat fins (no sure yet); + 360° heat fins; + Water cooling (unwanted, because it conducts electricity) and + liquid cooling (wanted) for the computer and personal computer / PC application area! - I am not the inventor of refrigeration by nitrogen, instant- / blast-freeze / -freezing; + 360° open, transparent PC cases; + 360° Sphere, Ball as a Wheel (2D, 3D) “Omniwheel” / “Omni-Wheel”; + from a standing position / standing a 360° turn / rotation in any direction on all objects, including logically and of course vehicles, transporters, robots of all kinds; + flying objects, planes that take off and land vertically, for example by hot air, example fighter jet; + skyscraper up to the weightlessness of space ("space scraper") - "mega construction", “orbital”, etc.; + bendable, flexible, foldable screens / displays / monitors; + bracket / mounting arms for PC, screens (not sure yet), + 360° "ergonomic" bracket / mounting arms; + LED lights (at least its implementation and intended use outside of tv and pc-monitor); RGB LED “Nanoleaf”, etc. + and much more! + I'm not the inventor of VR, but of "AR", AR glass, AR glasses; It was only later that I realized that they derived a lot from my ideas (=inventions), a lot came about that has to do with color and light, through me as an initiator, booster / catalyst, e.g., through my idea, invention of the Screens without a backlight and without a built-in / integrated backlight! It is no coincidence that only afterwards, after I initiated this, they built, built and are building those inventions thanks to my impetus! They sell my ideas (inventions) as theirs! They are not the inventors, but the first technical implementers of my ideas (=inventions)! And those are not the inventors, but the thieves of my ideas (=inventions) initiated by me, because those act as if I wasn't the first hand and the first domino, and they take unjustly, undeservedly a lot of money, stolen money (blood money), recognitions, awards, certificates, fame and history, they boast of my laurels / merits! Before me they all were stucked at LCD, Plasma TV and less lights! I have made a deep impact in evolution! Those manipulate, sabotage, falsify, distort images, paintings, digitized and real, animations, videos, films, also composed of many images, even the publication dates of mine, others and their posts, images, videos, etc.! You have to understand, those can distort everything that can be heard and seen in real life and digitally! They block and delete my pictures, videos, posts, comments, comments-answers and answers! They are poisoning and murdering the world with fake diseases, treatments, "vaccinations"/ "vaccines" and injections by syringe! Now they also make it out as if they haven't been ripping off, cheating, enslaving, murdering other countries with the money currency, money exchange by even -99% for more than two centuries! And as if I'm not the first to disclose that and more! As if I didn't disclose and initiate > 1.00 Ruble (₽) = 1.00 asian Yen (¥) = 1.00 Euro (€) = 1.00 Dollar ($) = any (X) any country < years ago! Each and every non-civilian you hear and see on TV is involved! You can hear and see their > blue blue blue

@@damysticalone87 even if one of these things is true, an idea is not an invention. An idea is just an idea. An invention is the implementation of an idea.

@@Fingerblasterstudios You criminal or and supporter of criminals! Childmurderer or and supporter of chiuldmurderer! Laws! "Protection of Intellectual Property"! "Patent Rights"! Theft!

@@Fingerblasterstudios Laws! "Protection of Intellectual Property"! "Patent Rights"! Theft!

If / When you have money, health or "natural" disaster problems or if / when you are somehow affected by traffic accidents, traffic jams at some point, somewhere, then think of me, share my posts and my pages! Be sure to read my comments under my first videos completely via laptop or PC! Be sure to read my contributions, posts, comments under my first videos thoroughly, maybe no longer visible via phone app because they intentionally set it that way! Use laptop or PC!

Specific, ready-to-use, affordable (relatively...) hardware that I can also use to game :D I think that more importantly, the papers being released mean that other chipmakers can also implement the hardware acceleration.

The first law of access is that democratization is a process. Do not look at where we are, look at where we will be, 2 more graphics cards down the line.

ReStir does use motion vector to benefit from light calculation done in previous frame

They can't have a GPU much more powerful than 2x - 4x of any current high end one. So if they say 80 fps you can expect for sure to get above 20 fps with a good GPU. Unless it's something that requires a lot of VRAM

@@Nico1a5 The scene where they mentioned 80 fps, they showed that they were using a 3090.

@@descai10 I mean the video mentions "real time" many times, and 20 fps should be an ok number to consider "real time". If your concern is knowing what hardware was used just to run it yourself, then considering the same case you can expect a nice 5 fps. Which is great compared to a single frame taking minutes to render

@@Nico1a5 Not sure what you are talking about. They used a 3090. That means if you or I use a 3090, we will also get 80 fps in that scene.

@@descai10 on that scene, with that gpu, yes. Only that the video shows multiple technologies at multiple points in time, and there's no mention of the hardware used like the OP is asking

How would you do that? Maybe render a depth map and fire more rays towards closer regions? Interesting concept

@@clonkex yeah, that might be quite a good trick. Maybe in combination with some ai based stuff you can downsample parts of the view that doesn't change considerably between frames too.

This sounds like what Unread Engine 5 does to concentrate its polygons closer to the viewer.

"We simulate ISO 3200 film."

@@nagualdesign I think some of these are about choosing which rays to emit in the first place to improve problem areas rather than just the usual random distribution. But yes, general denoising algorithms used in post-processing for ray traced images could be used on photos taken with the wrong iso settings or in conditions below the sensor's rated light levels. I suspect some of the non-AI ones used for ray tracing were adapted from ones originally developed for photo and video denoising.

Actually cameras in modern smartphones use these sort of algorithms, to compensate for their small sensors.

@@nagualdesign ISO involves two different types of noise at opposite ends with a sweet spot that minimizes for a given light level if you fix the aperture and exposure time. I'm not certain but I think the most analogous type here would be selecting too low of an ISO for the light level rather than the sensor noise when the ISO is too high. Either way, the "right" ISO should minimize the noise.

I was wondering about whether they might want to limit the noise reduction in extremely low light areas of an image, since that may help add another subtle touch of realism. Of course, it all depends on where and how it's being applied I suppose.

It kind of reminds me of when George Lucas made the prequel trilogies. It relied so much of CGI and effects, that nobody involved in the production thought to worry about the acting, writing or plot. The result are some of the worst movies in the franchise. (Although I will say seeing Yoda in that light saber fight was almost enough to make watching it worthwhile, almost)

Those read, listen to / bugged / eavesdrop / overheared / tapped, watched, spied, copied and steal many of my ideas (=inventions) initiated by me: + open, transparent 360° sunlight Buildings, construction methods, architectures, designs, concepts; + step-floor / -storey / -level / -tier pyramid (e.g., as a residential building); + 360° stepped floors / storey / level / tier buildings (constructions, architectures, construction methods, designs, concepts, 2D, 3D, models); + 3D 360° environment (surround), volume, space (room) audio / sound; + 360° environment (surround), volume, room screens (displays), monitors, TVs; + screens (displays), monitors, TVs without backlighting; + many things with magnets like Micro-OLED; + 360° screens, monitors, TVs, panels, glass; + curved screens, monitors, TVs, panels, glass; + 360° reflections and light digital: "ENB", "Ray-Tracing" / "RTX", “Lumen illumination” and whatever renaming! + Short Throw Projectors; + dark backgrounds / themes / skins for windows, browser windows, internet sites, programs / apps, etc.; + fanless, passive cooling; + thermal pads; + heat pipes; heat fins (no sure yet); + 360° heat fins; + Water cooling (unwanted, because it conducts electricity) and + liquid cooling (wanted) for the computer and personal computer / PC application area! - I am not the inventor of refrigeration by nitrogen, instant- / blast-freeze / -freezing; + 360° open, transparent PC cases; + 360° Sphere, Ball as a Wheel (2D, 3D) “Omniwheel” / “Omni-Wheel”; + from a standing position / standing a 360° turn / rotation in any direction on all objects, including logically and of course vehicles, transporters, robots of all kinds; + flying objects, planes that take off and land vertically, for example by hot air, example fighter jet; + skyscraper up to the weightlessness of space ("space scraper") - "mega construction", “orbital”, etc.; + bendable, flexible, foldable screens / displays / monitors; + bracket / mounting arms for PC, screens (not sure yet), + 360° "ergonomic" bracket / mounting arms; + LED lights (at least its implementation and intended use outside of tv and pc-monitor); RGB LED “Nanoleaf”, etc. + and much more! + I'm not the inventor of VR, but of "AR", AR glass, AR glasses; It was only later that I realized that they derived a lot from my ideas (=inventions), a lot came about that has to do with color and light, through me as an initiator, booster / catalyst, e.g., through my idea, invention of the Screens without a backlight and without a built-in / integrated backlight! It is no coincidence that only afterwards, after I initiated this, they built, built and are building those inventions thanks to my impetus! They sell my ideas (inventions) as theirs! They are not the inventors, but the first technical implementers of my ideas (=inventions)! And those are not the inventors, but the thieves of my ideas (=inventions) initiated by me, because those act as if I wasn't the first hand and the first domino, and they take unjustly, undeservedly a lot of money, stolen money (blood money), recognitions, awards, certificates, fame and history, they boast of my laurels / merits! Before me they all were stucked at LCD, Plasma TV and less lights! I have made a deep impact in evolution! Those manipulate, sabotage, falsify, distort images, paintings, digitized and real, animations, videos, films, also composed of many images, even the publication dates of mine, others and their posts, images, videos, etc.! You have to understand, those can distort everything that can be heard and seen in real life and digitally! They block and delete my pictures, videos, posts, comments, comments-answers and answers! They are poisoning and murdering the world with fake diseases, treatments, "vaccinations"/ "vaccines" and injections by syringe! Now they also make it out as if they haven't been ripping off, cheating, enslaving, murdering other countries with the money currency, money exchange by even -99% for more than two centuries! And as if I'm not the first to disclose that and more! As if I didn't disclose and initiate > 1.00 Ruble (₽) = 1.00 asian Yen (¥) = 1.00 Euro (€) = 1.00 Dollar ($) = any (X) any country < years ago! Each and every non-civilian you hear and see on TV is involved! You can hear and see their > blue blue blue

It is a bit of a turn off imo. I feel like if he was more professional then this video could be 2 minutes long and still be 10 times more informative.

@@sk8erbyern Boring contrarianism!

Those read, listen to / bugged / eavesdrop / overheared / tapped, watched, spied, copied and steal many of my ideas (=inventions) initiated by me: + open, transparent 360° sunlight Buildings, construction methods, architectures, designs, concepts; + step-floor / -storey / -level / -tier pyramid (e.g., as a residential building); + 360° stepped floors / storey / level / tier buildings (constructions, architectures, construction methods, designs, concepts, 2D, 3D, models); + 3D 360° environment (surround), volume, space (room) audio / sound; + 360° environment (surround), volume, room screens (displays), monitors, TVs; + screens (displays), monitors, TVs without backlighting; + many things with magnets like Micro-OLED; + 360° screens, monitors, TVs, panels, glass; + curved screens, monitors, TVs, panels, glass; + 360° reflections and light digital: "ENB", "Ray-Tracing" / "RTX", “Lumen illumination” and whatever renaming! + Short Throw Projectors; + dark backgrounds / themes / skins for windows, browser windows, internet sites, programs / apps, etc.; + fanless, passive cooling; + thermal pads; + heat pipes; heat fins (no sure yet); + 360° heat fins; + Water cooling (unwanted, because it conducts electricity) and + liquid cooling (wanted) for the computer and personal computer / PC application area! - I am not the inventor of refrigeration by nitrogen, instant- / blast-freeze / -freezing; + 360° open, transparent PC cases; + 360° Sphere, Ball as a Wheel (2D, 3D) “Omniwheel” / “Omni-Wheel”; + from a standing position / standing a 360° turn / rotation in any direction on all objects, including logically and of course vehicles, transporters, robots of all kinds; + flying objects, planes that take off and land vertically, for example by hot air, example fighter jet; + skyscraper up to the weightlessness of space ("space scraper") - "mega construction", “orbital”, etc.; + bendable, flexible, foldable screens / displays / monitors; + bracket / mounting arms for PC, screens (not sure yet), + 360° "ergonomic" bracket / mounting arms; + LED lights (at least its implementation and intended use outside of tv and pc-monitor); RGB LED “Nanoleaf”, etc. + and much more! + I'm not the inventor of VR, but of "AR", AR glass, AR glasses; It was only later that I realized that they derived a lot from my ideas (=inventions), a lot came about that has to do with color and light, through me as an initiator, booster / catalyst, e.g., through my idea, invention of the Screens without a backlight and without a built-in / integrated backlight! It is no coincidence that only afterwards, after I initiated this, they built, built and are building those inventions thanks to my impetus! They sell my ideas (inventions) as theirs! They are not the inventors, but the first technical implementers of my ideas (=inventions)! And those are not the inventors, but the thieves of my ideas (=inventions) initiated by me, because those act as if I wasn't the first hand and the first domino, and they take unjustly, undeservedly a lot of money, stolen money (blood money), recognitions, awards, certificates, fame and history, they boast of my laurels / merits! Before me they all were stucked at LCD, Plasma TV and less lights! I have made a deep impact in evolution! Those manipulate, sabotage, falsify, distort images, paintings, digitized and real, animations, videos, films, also composed of many images, even the publication dates of mine, others and their posts, images, videos, etc.! You have to understand, those can distort everything that can be heard and seen in real life and digitally! They block and delete my pictures, videos, posts, comments, comments-answers and answers! They are poisoning and murdering the world with fake diseases, treatments, "vaccinations"/ "vaccines" and injections by syringe! Now they also make it out as if they haven't been ripping off, cheating, enslaving, murdering other countries with the money currency, money exchange by even -99% for more than two centuries! And as if I'm not the first to disclose that and more! As if I didn't disclose and initiate > 1.00 Ruble (₽) = 1.00 asian Yen (¥) = 1.00 Euro (€) = 1.00 Dollar ($) = any (X) any country < years ago! Each and every non-civilian you hear and see on TV is involved! You can hear and see their > blue blue blue

I saw that and thought "Couldn't I have just used a gaussian blur? Result looks similar..."

Here is the video. There's a watermark that told me what to look up ;) ukposts.info/have/v-deo/oGGZmHeIiGlepJ8.html&ab_channel=BR34K

Indeed, I'm getting hand cramps at this point already because of all the paper squeezing... Jokes aside, too much reused material in this video.

he only introduce the paper, if you want an explanation, you should dig your own information on the web. there are a lot of things that won't see the light of the day if it's not introduced. if he explain how the technology work, then nobody gonna watch his channel

@@jensenraylight8011 I would totally watch his channel for that reason and there are a bunch of channels like that that are quite popular in other areas that go into deep Dives into technology. Unfortunately there's very little popularization of the Science and Technology of artificial intelligence. There's a large amount of stuff in physics and engineering and a decent amount of stuff in chemistry and biology. They take the latest news and give a not only analysis of what it can do and what it might be useful for, but usually spend the bulk of the time explaining how the new technology works, sometimes incorrectly but you know it's UKposts. I like this channel because it's clear that this wonderful gentleman is smart and does a lot of important reading. I'm just saying that for me personally as much as I enjoy hearing him happy, I wait a lot to hear more explanation of the problem and the solution.

@@michalchik It takes quite a bit of natural intelligence to comprehend the artificial one, and judging by the majority of commenters here the channel would lose most of its audience if it offered deep insights into the subject instead of the regular "ooh, shiny!" eye candy.

@@getsideways7257 lol, perhaps you're right but I think it's worth a try and I think the author of the channel might actually appreciate the response. There are big markets for short and long high quality explanations. On the short side take a look at all the wonderful things that minute physics does for example.

It's not rendering in voxels, they're just used to divide up the scene.

@@Razumen I didn't say it was. I'm talking about how voxel will be a strong investment for the future. The reason for this is the need for a voxel-based structure in many places. fluid physics, light-per-pixel calculation, etc. that is, dressing dimensional entities by forcing a dimensionless entity such as mesh. instead of weird stuff like uv in mesh technology for example. color, physical information and much more information can be given pixel by pixel. it will be perfect. and yes you are right my comment is a bit off topic in the video.

Portal RTX has full path-tracing!

Seems we'll be getting there sooner than we expected I feel. Look at Cyberpunk yberpunk for example

I think you are correct. Current technique is by tracing the ray from the viewpoint. This is incorrect and is really just cheating, but they say the opposite is "impossible". I disagree, it is possible but just takes longer to compute. What really needs to happen is we need a space-time simulation that emanates the 'light' or photons throughout the cells of the scene, creating a wave format of light. The waves will naturally provide the specular and reflective, refractive properties that light in our real life has. But that's only the first step, we would then need to simulate a lens that can accurately capture these waves that are emanating and bouncing throughout the cells, a virtual model that implements the properties of a camera lens could be a good example. The limitations of this approach is immense, but it is the correct approach, and if we wish to truly have life like real time rendering, the hardware needs to address these limitations. Memory, computational power. Maybe someday when we have consumer level quantum mechanical machines, but for now we can start on the software side of things by creating slow prototypes.

You dont even need to do the whole scene. For animations you know where the camera will be in the next several frames, you can do a quick "What will it be able to see" outgoing ray trace with say 1000 rays (instead of the normal 8.3 million per frame) and back track using the speed limited version in the high detail levels 4k rendering needs. In a video Game you could cut it down to what positions could the camera reach within the back track time of the longest ray. The player can only move so fast, and turn so much per frame. Theres a finite amount of scene they will be able to look at. This is still a ways away from being game engine ready, but the unpredictability of a physics driven and user interactive scene combined with the very tight deadline of having to wait for physics engine and still finish within 1 / 120th of a second 120 times a second is a much more challenging.

That's basically the beginning of a denoising algorithm.

You are very kind, thank you! Just being with us and watching the series is an honor for us already. No need to do more - thank you! 🙏

duh

@@egretfx duh

@@facts9144 ok

It’s been pretty easy to render complex scenes for a while now… unless you quit over 10 years ago…

That'd get you to the first bounce of light, but can't handle the interaction of all sources of lights interfering with every pixel on screen. Basically what pixel shaders have done for the past 20 years. The benefit of this is getting actual diffuse lighting.

Yeah reading the comments it seems many non-native English speakers have trouble understanding/listening to his voice. I personally have watched many of his videos and didn't even realize anyone had this problem. For me its extremely clear and understandable, but English is my first language so that may be why. I can maybe see his tone/pauses being confusing or jarring for someone non-native....

@@GeorgeAlexanderTrebek I didn't say confusing, or that I didn't understand it, his Pronounciation was very clear after all; it was simply Torture for the Mind. The Language itself was not the Problem, it's his speech Patterns whose Weirdnesses I attribute to his probable Migration Background / English Unfamiliarity. I did say "hard to follow" but only if you look at the Words in a Vacuum, I said "hard to follow without going insane"^^ So yeah, I learned a lot from the Video, just at the Cost of some Mental Stability that Evening lol If someone was talking like that in my own Language I'd be equally annoyed.

He talks like. William Shatner. from Star Trek. And is. Annoying to. Follow along. With all the. Unnecessary pausing. :-/

@@dieblauebedrohung hmm interesting, that's fair. I never really said That YOU said confusing or didnt understand, more that many non native English speakers have these issues just by reading the comments. I also said that it might be hard to listen to or be jarring for non native speakers, which is what you mentioned after about him having irregular speak patterns. I watch his videos at 1.1 or 1.2 speed so less noticeable for me anways....

@@GeorgeAlexanderTrebek Okay, fair enough. Wording lul. But yeah, I sped it up as well and that helped a lot.

No need to be dicky. Dude's from Hungary.

No, you don't; it's only on a halo product, and the consumption increase is the new normal if you want to reach that level of processing capabilities. If it could be helped, it would, but limitations in Moore's law and costs aren't helping.

The rtx4090 doesn't actually run at much higher power levels than the 3090.

​@@guillermojperea6355 It's Nvidia's fault

You are just too young. I remember when we laughed a the Pentium CPU, because it required cooling. It was cooled by a tiny fan, little less than 2 inches. Before that CPUs didn't have cooling at all, not even passive. And that also meant that power consumption was only a few watts. Power and cooling requirements have been increasing ever since. In exchange you get even higher performance. It's possible to turn down the voltage and frequency a bit to use less power, and need less cooling, but you get less performance, and it doesn't reduce the cost of the card significantly, because you are mostly paying for the silicon. Also 1000W+ PSUs aren't that expensive anymore. At least not compared to a 4090.

ReSTIR does much more by checking neighbors in space and time as well as a "super bias" fallback like you suggest

Path tracing is often referred to as ray tracing. These papers mentioned are all variants of path tracing.

Ray tracing in the research sense refers to path tracing where the light rays originate from the light source and bounce around the scene until they hit the camera. Ray tracing in the graphics sense refers to light rays originating from the camera that bounce around the scene and end at the light source, which is computationally faster but less accurate than path tracing. In fact rasterization is technically also ray tracing, but with a single ray originating from the camera that ends when it hits an object and doesn't bother finding a light source.

I would rather see advances looking like camera noise than this blurry mess honestly.

@@C.I... Check out the grain produced by a proper spectral path tracer with a camera model

He refuses to get a speech therapist. :(

i disagree, his voice isnt bad at all

Those light rays are likely generated randomly cause doing them individually and specifically all the time would eat up memory.