How are 3D games so efficient? [closed]

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There is something I have never understood. How can a great big PC game like GTA IV use 50% of my CPU and run at 60fps while a DX demo of a rotating Teapot @ 60fps uses a whopping 30% ?

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Patience, technical skill and endurance.

First point is that a DX Demo is primarily a teaching aid so it's done for clarity not speed of execution.

It's a pretty big subject to condense but games development is primarily about understanding your data and your execution paths to an almost pathological degree.

1. Your code is designed around two things - your data and your target hardware.
2. The fastest code is the code that never gets executed - sort your data into batches and only do expensive operations on data you need to
3. How you store your data is key - aim for contiguous access this allows you to batch process at high speed.
4. Parellise everything you possibly can
5. Modern CPUs are fast, modern RAM is very slow. Cache misses are deadly.
6. Push as much to the GPU as you can - it has fast local memory so can blaze through the data but you need to help it out by organising your data correctly.
7. Avoid doing lots of renderstate switches ( again batch similar vertex data together ) as this causes the GPU to stall
8. Swizzle your textures and ensure they are powers of two - this improves texture cache performance on the GPU.
9. Use levels of detail as much as you can -- low/medium/high versions of 3D models and switch based on distance from camera player - no point rendering a high-res version if it's only 5 pixels on screen.

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In general, it's because

1. The games are being optimal about what they need to render, and
2. They take special advantage of your hardware.

For instance, one easy optimization you can make involves not actually trying to draw things that can't be seen. Consider a complex scene like a cityscape from Grand Theft Auto IV. The renderer isn't actually rendering all of the buildings and structures. Instead, it's rendering only what the camera can see. If you could fly around to the back of those same buildings, facing the original camera, you would see a half-built hollowed-out shell structure. Every point that the camera cannot see is not rendered -- since you can't see it, there's no need to try to show it to you.

Furthermore, optimized instructions and special techniques exist when you're developing against a particular set of hardware, to enable even better speedups.

The other part of your question is why a demo uses so much CPU:

... while a DX demo of a rotating Teapot @ 60fps uses a whopping 30% ?

It's common for demos of graphics APIs (like dxdemo) to fall back to what's called a software renderer when your hardware doesn't support all of the features needed to show a pretty example. These features might include things like shadows, reflection, ray-tracing, physics, et cetera.

This mimics the function of a completely full-featured hardware device which is unlikely to exist, in order to show off all the features of the API. But since the hardware doesn't actually exist, it runs on your CPU instead. That's much more inefficient than delegating to a graphics card -- hence your high CPU usage.

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3D games are great at tricking your eyes. For example, there is a technique called screen space ambient occlusion (SSAO) which will give a more realistic feel by shadowing those parts of a scene that are close to surface discontinuities. If you look at the corners of your wall, you will see they appear slightly darker than the centers in most cases.

The very same effect can be achieved using radiosity, which is based on rather accurate simulation. Radiosity will also take into account more effects of bouncing lights, etc. but it is computationally expensive - it's a ray tracing technique.

This is just one example. There are hundreds of algorithms for real time computer graphics and they are essentially based on good approximations and typically make a lot assumptions. For example, spatial sorting must be chosen very carefully depending on the speed, typical position of the camera as well as the amount of changes to the scene geometry.

These 'optimizations' are huge - you can implement an algorithm efficiently and make it run 10 times faster, but choosing a smart algorithm that produces a similar result ("cheating") can make you go from O(N^4) to O(log(N)).

Optimizing the actual implementation is what makes games even more efficient, but that is only a linear optimization.

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Eeeeek!

I know that this question is old, but its exciting that no one has mentioned VSync!!!???

You compared the CPU usage of the game at 60fps to CPU usage of the teapot demo at 60fps.

Isn't it apparent, that both run (more or less) at exactly 60fps? That leads to the answer...

Both apps run with vsync enabled! This means (dumbed-down) that the rendering framerate is locked to the "vertical blank interval" of your monitor. The graphics hardware (and/or driver) will only render at max. 60fps. 60fps = 60Hz (Hz=per second) refresh rate. So you probably use a rather old, flickering CRT or a common LCD display. On a CRT running at 100Hz you will probably see framerates of up to 100Hz. VSync also applies in a similar way to LCD displays (they usually have a refresh rate of 60Hz).

So, the teapot demo may actually run much more efficient! If it uses 30% of CPU time (compared to 50% CPU time for GTA IV), then it probably uses less cpu time each frame, and just waits longer for the next vertical blank interval. To compare both apps, you should disable vsync and measure again (you will measure much higher fps for both apps).

Sometimes its ok to disable vsync (most games have an option in its settings). Sometimes you will see "tearing artefacts" when vsync is disabled.

You can find details of it and why it is used at wikipedia: http://en.wikipedia.org/wiki/Vsync

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Whilst many answers here provide excellent indications of how I will instead answer the simpler question of why

• GTA4 took $400 Million dollars in it's first week
• Crytech wrote an extremely impressive graphics demo to allow nVidia to 'show off' at a trade show. The resulting impressions got them the leg up to create what would become FarCry.
• Valve's 2005 revenue and operating profit have been stated as 70 and 55 million USD respectively.

Perhaps the best example (certainly one of the best known) is Id software. They realised very early, in the days of Commander Keen (well before 3D) that coming up with a clever way to achieve something¹, even if it relied on modern hardware (in this case an EGA graphics card!) that was graphically superior to the competition that this would make your game stand out. This was true but they further realised that, rather than then having to come up with new games and content themselves they could licence the technology, thus getting income from others whilst being able to develop the next generation of engine and thus leap frog the competition again.

The abilities of these programmers (coupled with business savvy) is what made them rich.

That said it is not necessarily money that motivates such people. It is likely just as much the desire to achieve, to accomplish. The money they earned in the early days simply means that they now have time to devote to what they enjoy. And whilst many have outside interests almost all still program and try to work out ways to do better than the last iteration.

Put simply the person who wrote the teapot demo likely had one or more of the following issues:

• less time
• less resources
• less reward incentive
• less internal and external competition
• lesser goals
• less talent

The last may sound harsh² but clearly there are some who are better than others, bell curves sometimes have extreme ends and they tend to be attracted to the corresponding extreme ends of what is done with that skill.

The lesser goals one is actually likely to be the main reason. The target of the teapot demo was just that, a demo. But not a demo of the programmers skill³. It would be a demo of one small facet of a (big) OS, in this case DX rendering.

To those viewing the demo it wouldn't mater it it used way more CPU than required so long as it looked good enough. There would be no incentive to eliminate waste when there would be no beneficiary. In comparison a game would love to have spare cycles for better AI, better sound, more polygons, more effects.

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1. in that case smooth scrolling on PC hardware
2. Likely more than me so we're clear about that
3. strictly speaking it would have been a demo to his/her manager too, but again the drive here would be time and/or visual quality.

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Because of a few reasons

• 3D game engines are highly optimized
• most of the work is done by your graphics adapter
• 50% Hm, let me guess you have a dual core and only one core is used ;-)

EDIT: To give few numbers

2.8 Ghz Athlon-64 with NV-6800 GPU. The results are:

• CPU: 72.78 Mflops
• GPU: 2440.32 Mflops

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Sometimes a scene may have more going on than it appears. For example, a rotating teapot with thousands of vertices, environment mapping, bump mapping, and other complex pixel shaders all being rendered simultaneously amounts to a whole lot of processing. A lot of times these teapot demos are simply meant to show off some sort of special effect. They also may not always make the best use of the GPU when absolute performance isn't the goal.

In a game you may see similar effects but they're usually done in a compromised fashion in effort to maximize the frame rate. These optimizations extend to everything you see in the game. The issue becomes, "How can we create the most spectacular and realistic scene with the least amount of processing power?" It's what makes game programmers some of the best optimizers around.

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1. Scene management. kd-trees, frustrum culling, bsps, heirarchical bounding boxes, partial visibility sets.
2. LOD. Switching out lower detail versions to substitute in for far away objects.
3. Impostors. Like LOD but not even an object just a picture or 'billboard'.
4. SIMD.
5. Custom memory management. Aligned memory, less fragmentation.
6. Custom data structures (ie no STL, relatively minimal templating).
7. Assembly in places, mainly for SIMD.

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By all the qualified and good answers given, the one that matter is still missing: The CPU utilization counter of Windows is not very reliable. I guess that this simple teapot demo just calls the rendering function in it's idle loop, blocking at the buffer swap.

Now the Windows CPU utilization counter just looks at how much CPU time is spent within each process, but not how this CPU time is used. Try adding a

Sleep(0);

just after returning from the rendering function, and compare.

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In addition, there are many many tricks from an artistic standpoint to save computational power. In many games, especially older ones, shadows are precalculated and "baked" right into the textures of the map. Many times, the artists tried to use planes (two triangles) to represent things like trees and special effects when it would look mostly the same. Fog in games is an easy way to avoid rendering far-off objects, and often, games would have multiple resolutions of every object for far, mid, and near views.

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The core of any answer should be this -- The transformations that 3D engines perform are mostly specified in additions and multiplications (linear algebra) (no branches or jumps), the operations of a drawing a single frame is often specified in a way that multiple such add-mul's jobs can be done in parallel. GPU cores are very good add add-mul's, and they have dozens or hundreds of add-mull cores.

The CPU is left with doing simple stuff -- like AI and other game logic.

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How can a great big PC game like GTA IV use 50% of my CPU and run at 60fps while a DX demo of a rotating Teapot @ 60fps uses a whopping 30% ?

While GTA is quite likely to be more efficient than DX demo, measuring CPU efficiency this way is essentially broken. Efficiency could be defined e.g. by how much work you do per given time. A simple counterexample: spawn one thread per a logical CPU and let a simple infinite loop run on it. You will get CPU usage of 100 %, but it is not efficient, as no useful work is done.

This also leads to an answer: how can a game be efficient? When programming "great big games", a huge effort is dedicated to optimize the game in all aspects (which nowadays usually also includes multi-core optimizations). As for the DX demo, its point is not running fast, but rather demonstrating concepts.

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I think you should take a look to GPU utilisation rather than CPU... I bet the graphic card is much busier in GTA IV than in the Teapot sample (it should be practically idle).

Maybe you could use something like this monitor to check that:

http://downloads.guru3d.com/Rivatuner-GPU-Monitor-Vista-Sidebar-Gadget-download-2185.html

Also the framerate is something to consider, maybe the teapot sample is running at full speed (maybe 1000fps) and most games are limited to the refresh frequency of the monitor (about 60fps).

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Look at the answer on vsync; that is why they are running at same frame rate.

Secondly, CPU is miss leading in a game. A simplified explanation is that the main game loop is just an infinite loop:

while(1) { 
  update();
  render();
}

Even if your game (or in this case, teapot) isn't doing much you are still eating up CPU in your loop.

The 50% cpu in GTA is "more productive" then the 30% in the demo, since more than likely it's not doing much at all; but the GTA is updating tons of details. Even adding a "Sleep (10)" to the demo will probably drop it's CPU by a ton.

Lastly look at GPU usage. The demo is probably taking <1% on a modern video card while the GTA will probably be taking majority during game play.

In short, your benchmarks and measurements aren't accurate.

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The DX teapot demo is not using 30% of the CPU doing useful work. It's busy-waiting because it has nothing else to do.

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From what I know of the Unreal series some conventions are broken like encapsulation. Code is compiled to bytecode or directly into machine code depending on the game. Also, objects are rendered and packaged under the form of a meshes and things such as textures, lighting and shadows are precalculated whereas as a pure 3d animation requires this to this real time. When the game is actually running there are also some optimizations such as only rendering only the visible parts of an object and displaying texture detail only when close up. Finally, it's probable that video games are designed to get the best out of a platform at a given time (ex: Intelx86 MMX/SSE, DirectX, ...).

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I think there is an important part of the answer missing here. Most of the answers tell you to "Know your data". The fact is that you must, in the same way and with the same degree of importance, also know your:

• CPU (clock and caches)
• Memory (frequency and latency)
• Hard drive (in term of speed and seek times)
• GPU (#cores, clock and its Memory/Caches)
• Interfaces: Sata controllers, PCI revisions, etc.

BUT, on top of that, with the current modern computers, you would never be able to player a real 1080p video at >>30ftp (a single 1080p image in 64bits would take 15 000 Ko/14.9 MB). The reason for that is because of the sampling/precision. A video game would never use a double precision (64bits) for pixels, images, data, etc..., but rather use a lower custom precision (~4-8 bits) and sometimes less precision rescaled with interpolation techniques to allow reasonable computation time.

There are other techniques as well such as Clipping the data (both with OpenGL standard and software implementation), Data compression, etc. Keep also in mind, that current GPUs can be >300 times faster than the current CPUs in term of hardware capability. However, a good programmer may get a 10-20x factor, unless your problem is fully optimized and completely parallelizable (particularly task parallelizable).

By experience, I can tell you that optimization is like an exponential curve. To reach optimal performance, the time required may be incredibly important.

So to get back to the teapot, you should see how the geometry is represented, sampled and with what precision Vs see in GTA 5, in term of geometry/textures and most important, the details (precision, sampling, etc.)