How To Render 2 Million Objects At 120 FPS
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- Опубліковано 25 бер 2023
- Project files: github.com/Matthew-J-Spencer/...
Let's discover the true potential of Unity by pushing its limits. In this video, we'll explore a variety of techniques, from straightforward tweaks like data-oriented design, to more advanced methods such as direct GPU rendering and compute shaders. Join us as we uncover the power and flexibility that Unity has to offer!
Some techniques used:
Unity DOTS (burst, jobs, ecs)
RenderMeshInstanced
DrawMeshInstancedIndirect
Data-Oriented Design
Avoiding extern calls
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Let me know if you'd like to see anything else benched, or whatever else you'd like me to cover :)
My specs:
Ryzen 9 5950X 16-core
GeForce RTX 3090
64GB Memory
How about the forgotten Quaternions?
Sure, mesh baking vs instances vs gpu instances, material batching, light baking, all these stuff. Also triplanar mapping with 3 textures, with 6 textures (albedo+normal), simple vs. with blending. LOD solutions: unity lod, vs other solution (like progressive mesh) + billboard + impostors. All these are very interesting.
There's no way my laptop with 12 fps on blender has quadruple your space with half of it being free and STILL only runs at 12-25 fps on blender.
Hey, cool video. I think you could squeeze out more performance out of mono behavior game objects by parenting them to some object.
Maybe add that as a benchmark case. I believe that incorrect hierarchy might cause a few % slowdown.
Wait, I don't get it. Are you mental checkpoint?
I love how you prepare all these scenes to make them look so appealing and eye-catching for us. Good stuff, keep this up! 😛
The poor bitrate couldn't keep up when it reached 90k cubes ><
Glad you enjoy the visuals :)
Increased Performance Strategies :
1:30 - Manager script instead of monobehaviours (only 1 Update() call)
2:49 - Reducing external calls (Caching position instead of asking repeatedly the transform position)
3:50 - GPU Instancing
5:21 - Multi-threading (Unity "Jobs" & "Burst")
6:58 - ECS (part of Unity Dots)
8:29 - GPU Instancing Indirect
13:09 - Camera Cache
Awesome. Thanks ❤️
You're welcome and thanks for helping Unity devs ! 😉
I'm having trouble with rendering 9 chunks of 16x16x10 cubes for a simple prototype (I didn't find the way to implement simple GPU instancing..) so I don't know yet how to use all the work you did but it seems really great !
Man, I really want to get into DOTS. Really seems like it's the future of Unity development.
More performance than you could ever really need, to be honest
I think it's not worth the cost of time & complexity for most projects
@@mrslake7096 Yup, 90% of indie games will never need to touch it. The ones which do will most likely only need jobs & burst.
Even for a game like vampire survivors, ECS is not really a requirement.
not worth it unfortuantely
@@MuhammadHosny0 it's absolutely worth it if you want to make games with multiplayer and mlagent ai. Infact it is necessary, my game lags so much without it, and I used a small count of very simple ai.
Yes without these 2 things, it's probably not worth it. BUT... dots isn't actually hard to figure out. The hardest thing imo in unity is multiplayer (but only because my game is complex), everything else takes a day to learn.
Can we expect some ECS DOTS Tutorials?
This could be in the cards
@@Tarodev I was going to ask the same thing ! Just want to push this haha
ECS DOTS is dead. It’s never coming out. I promise you. Not worth investing in
@@gavintantleff I respect your opinion, but you can't just put your opinion as facts. I would like to hear some stats/facts/ research that can back your answer.
@@jubinjajoria2870 the fact that most dots libraries are not getting any real work done, there are no updates or information about dots, deadlines missed significantly. Of course I can’t know that Unity is dropping it, but it sure seems to me like they are. Why they don’t just come out and say it, I have no clue.
The only dots related feature that seems like it’s being kept is tasks and burst
Your vids are amazing; fun to watch, very interesting and always filled with info.
Also love that you always include similar scenarios with the different tools we have available to show their drawbacks/advantages
I'll have to keep this in mind. Love what you do for the community!
Very insightful as usual, thanks a lot!
there is really not a lot of good in depth resources about doing GPU Instancing, it would be amazing if you can a video exclusively about that.
I can do that :)
@@Tarodev Please do good sir :)
@@Tarodev I'm gonna second this suggestion, the lack of resources is really sad, it feels like there's an abyss between a mid level Unity developer and an advanced one, because these techniques are only shown through examples but barely explained in detail. Please do! Thanks in advance!
This one was fascinating mate, really liked the visually focused explanations, showcasing the tangible FPS improvement along the way.
WOW!! This was a fantastic video. I've been dabbling in learning Jobs+Burst but this demo was just amazing, gonna have to put more effort into getting my head around that .
your video is really great , help me learn a lot, and seeing 10k objects on screen at the same time with high fps is so awesome and fun to watch
You're the programmer with a great teaching and visualization skill sir. You're fantastic, After Breakkeys i kind of lost hope in tutorials but after discovering your channel you're indeed a blessing for Unity developers.
dis foo stuck in tutorial hell
Man! I think you are one of the best unity creators in yt..
Your explanation is clear and you really know what you talking about
I would love to watch a serie where you create a game from scratch using all those techniques
You're one of the best devs in the pass it on challenge, awesome work man
I love these new test and experiment videos , keep it up man💜
Great work! One of the best gamedev videos I stumbled upon in a while!
Absolutely love this content. Thanks for taking the time to systematically clear these things up and visually show the difference.
No problem, it was a lot of fun 😊
Taro, you explained all of this so well!! I admittedly don't know a single thing about ECS, Dots, GPU instancing but even from that position, I came out of this seeing the real benefits of those systems. Awesome job and love having you back making vids :)
Ahh, thanks Nicky ❤️
That was rad. Keep up the awesome work!
wow! This blows my mind, and gives me a lot to think about and research. Cheers mate. great Vid.
So love your channel Taro ❤ it could touch my feeling again about development industry
GREAT VIDEO!. i really like these comparison videos.
very useful and descriptive thank you!
Awesome performance comparison man!! Very thorough 💪💪
The DOTS 🐐 has landed
Great vid! :) Was always undecided over individual scripts compared to a single loop.
This is actually very helpful. I am currently working on a Game that has to update the position of many thousands of GameObjects. I will definetly try to implement some of these things to boost the performance.
Every time I watch your videos I learn something new. A lot to try to understand but this is uber usable for my next project, Bookmark. Thanks.
This is massive, I'm making a satellite tracker that I've been trying to optimize forever and this is what I've been looking for, thank you.
Legend mate. Very insightful!
Insanely helpful to see these steps broken down like this, thanks for the video :)
Yes, it was fun and yes, I learned something.
This is to be expected from Tarodev, but NEVER taken for granted.
Thank you Sir. Stellar as always.
Good to see you're still here, Tristan 😊
Amazing video, thank you so much for making this!
love this style of incremental enhancement.
Amazing video again, I was wondering how to do gpu instancing and this really helped :)
Subscribed, just another very cool content. Thank you.
What an excellent video! Advanced concepts, smooth implementation and succinct.
I'd love to have this exact same thing for Unreal Engine and to be able to compare both, but I see you focus exclusively on Unity.I've got a bit to learn about Unreal and shaders before I can do this but I definitely will at some point.
Thanks for sharing your knowledge!
I would absolutely love to see an Unreal comparison. UE is looking INSANE recently.
Now subscribed, very useful stuff here! Thank you.
Incredible video, well done!
Wow, its so mind blowing that often its not about the engine but the developer himself regarding how much can you extract the performance out of the engine.
Fantastic - great examples!
Thank you! Thank you! Thank you! I never knew of GPU Instancing Indirect! Bloody hell, that is a game changer for our Voxel Engine, so glad to have found your video and can't wait to implement this indirect instancing. 😊
i knew from jason weinmanns gamedev show that you should do your own game loop instead of the monobeheaviours and that ECS ist fast, but your video is like a massiv sun shinning light on this topic and helping me understand, 100/10 quality content! thank you so much
This is really good. Please more!
This is the best AD for Dots and ECS
Insane how big difference some of these technologies make. It really opens up options for new games or features while keeping really good performance.
Solid work, subscribing.
Welcome 🙏
Waouh! What an amazing and instucting video ! Thank you so much.
Man, I missed you!
This video is Amazing!
Thank you :D
Some big surprises here, thanks!
Love these tests!
This is so well explained, omg I didn't even know that half the things I was already doing were optimizations in the first place.
Awesome content, thank you!
This video is pure gold 🥇, thank you❕
Thank you so much! This is so helpful!!
Caching variable does make a difference. Especially on mobile devices, where we don't have much rich instruments to optimize our projects, and we need to be sure that it work across multiply devices.
Really impresive experiment!
I learned something.
Thanks.
I love your videos. very informative.
looking forward to your next video.
DOTS are hard.
Amazing how you can write them as if its nothing.
I hope I can become a great coder like you one day~
if possible, please make more video on dots in the future.
or other performance related topics are fine too.
More DOTS? Can do!
terrific video! subbed
Welcome aboard 😊
Yessss a new TaroDev video, instant like.
I will treasure this video like Golum treasures the ring.
Thank you so much, the visuals and explanations are perfect !
Awesome video! It reminds me of Dyson Sphere Program, the devs offload everything they can to the GPU to get insane performance out of Unity
Great video 👏 It would be interesting comparing these techniques to using VFX graph.
Thanks for the video, very informative.
Very nice video, this is the way I always work, Test everything , learn the best practices, from actual experimentation. I’m caching everything, coded for years on mobile/ switch, and those caches have an impact on a 10 to 20 times, slower Cpu. Input. For exemple is costly, more on some hardware. Plus it’s not just the call of an external function, taking time, it’s also the need for the cpu to trash the data and code cache. Making the functions coming after slower, because of it
Thanks for this insight on performance! It's a huge aspect of development I'm personally interested in :D
If you need new topics, you could share tips to reduce the final data volume used by the build (sometimes I see games that take so many Go that I don't even understand how they have reached so much! Even considering a lot of textures midmaps and full assets integration).
Damn, that's a great video idea. It's something I could also learn a bit about, too. I've done this a few times on previous project deployments, but I feel there's a lot to learn.
Really great and intelligent video, I can tell you really know what you're doing which is refreshing to see on youtube :)
Glad you enjoyed ❤️
great video as always. super useful to get started choosing optimisation techniques. It's so tempting to implement ECS once it enters 1.0, even for just the sub-scenes, but it's probably way too risky for games that release within 12 months... >:(
Amazing Video !!
You just converted me to a DOTS believer. I didn't really care until this video + knowing some stable release seems to be on the horizon... :) I'm diving in!!
cool, thanks for this benchmark
This dude always exploring the actually important shit. Thanks duder.
great content! thanks mate
Amazing!! Thank you!
thank you, I have learned A LOT
Crazy, top video!
i not very good in English but the way you teach ..wow .! thank a lot Tarodev ..i love your video
Glad you enjoyed ❤️
Im an indie game dev, who was working on a voxel game, and my biggest issue was rendering. This will definitely help. Thanks!
Excellent video!
The most underrated technical tutorial.
Awesome videos!
I haven't programmed anything in Years and never used unity but this video was still auper interesting:D. Amazing presentation:D
The numbers just feel so good to look at because the font you use is the supercell font, which is just hilarious. Makes me think 12 fps is good.
This was very interesting and I didn't know those APIs in Unity for GPU instancing yet
tarodev is the real MVP
mind blowing . great video
Video idea related to this: how to properly benchmark & profile. Recently there are new tools like memory profiling. A deep dive especially by you who has shipped actual titles would be very interesting. Thank you again!
Absolutely amazing
Thank you for everything that you do
You are most welcome
Great video, needs a follow up!!!
Wow, a really incredible difference. Thanks for the video!
I haven't done anything with multithreading. Do you have a video about the job system, or one planned?
Lots of requests, so I'll do a jobs video 😊 shouldn't be too long
@@Tarodev Awesome :D
Dude, that's crazy :,)
I can see myself using it for bullets in my top-down shooter game
Great job
Another great vid. Would love more coverage of Jobs / burst.
eg similar but instead of a single cube maybe a raycast car (casting rays on each wheels) etc. Really hoping the doco/framework starts to cement abit this year
Fantastic video, thanks!
FWIW I do the same with Camera.main, transform, etc. But I've never gotten around to testing if it still makes a difference in a build with IL2CPP as that presumably takes away a large portion of the extern call cost
@@kylebanks The benchmarks in this video were all within an IL2CPP build :)
@@Tarodev Ah cool, well that answers that then :)
It's beautiful!
This is mind blowing.
Nice vid Taro! I'm curious, would you get a considerable performance improvement by implementing a force directed graph using ECS? Or would the physics involved make things messy?
I am building my first physics based platformer and am getting into collision detection issues. I thought "well, that's all I can push unity to so I have to limit my game design. Doesn't feel too good, but I guess limits are limits and I have to accept them." But from now on I guess I don't have to worry anymore that my character will miss anything (collisions). This tutorial was godlike to me. Thank you so much!
Collision detection issues are (usually) not performance issues. Virtually nothing in this video will help you with those. Most likely you just need to change your important entities to use continuous collision detection.
@@raccoon1302 Hei, thanks for your reply. But actually this video helped me a lot in a sense that I see how many methods there are to spread computational requirements across threads etc.
My game does not rely on Unity's physics and I am calculating the collisions myself for superfast objects while maintaining precision. And that computations start to sum up
Fantastically educational
Already do my own manager loop instead of monobehaviors but seeing the jump that Jobs+Burst makes me want to stop being lazy and properly learn Jobs, thanks!
So Titan Smasher on Blackthornprod's channel. Just had to swing by and definitely say you did the best out of everyone. I know very little about making games but you got way more done had great ideas and definitely made it more fun. Great job. You should start the next one.
I got SMASHED in the comments on that one, heh. Deleted too many previous changes. Redeemed myself on Mothership, though :)
@@Tarodev I thought you did good man keep it up. I'll check out the mothership one too.
@@inspectorsteve2287 report back here with your thoughts 💭
@@Tarodev ok I watched it. Still think you did the best. I like how you got to finish it. Only one criticism. You might know it knowing the only 2 videos I watched. Lol You added pretty much the same thing, a massive enemy to take out while taking care of the smaller tasks. I get it I like main objectives too. But it could be a how long can you last type game as things get harder and harder too. That's it. Just a small thing coming from a non game maker, just a fan. I have one question why did you pick unity and not Unreal Engine? I don't know how to code but would like to make a game. I know Unity has Adventure something I can't think of the name and Unreal has a make a game using no coding. I would like to move to coding eventually so that's why I was wondering why Unity? Sorry this is so long.
@@inspectorsteve2287 As the game is primarily for a video, and only about 2% of people actually play it, I push the experience to whatever would be the most fun to watch. Bosses are usually always at the top of entertainment value.
I choose unity as it has a great community and I already knew C#. UE is equally fantastic, but pushed more for AAA. The tools they have been releasing recently are absolutely insane.