How to optimize Metal pipeline - metal

I have a chain of shaders who pass MTLTexture to each other. Tho I'm getting bad performance. I know this is a very generic question.
I have an example that takes around 100ms to render, way to long for one frame. It's around 10 source textures at 1080p. Then a bunch of shader effect operations. Is there maybe a way to share the memory for the 10 textures?

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Performance of chained Metal shaders versus a single shader?

Practically speaking, how much overhead does chaining shaders have compared to if a single shader is used to do the same work?
In other words, is it preferable to chain shaders versus developing one monster shader? Or does the overhead from chaining them dictate to use as few shaders as possible?
As an example, consider #warrenm sample "Image Processing" project. There is a adjust_saturation shader chained to a gaussian_blur_2d shader. Would combining both shaders into a single shader significantly improve performance, or would it practically be the same?
I would expect a significant amount of performance gain in your example of combining adjust_saturation to gaussian_blur_2d (assuming they do what their name's suggest).
From the GPU's point of view, both operations are pretty trivial in terms of the maths that need to be done, performance is going to be totally dominated by texture fetching and writing out results. I'd imagine that gaussian blur is doing bit more work because it presumably does multiple texture samples per output fragment. By combining the two shaders, you can eliminate entirely the texture fetching and writing cost of adjusting saturation.
I think by combining the two operations you could expect to make siginificant performance gains, somewhere around 10%-40% faster than chaining them. Bear in mind you might not see a difference in framerate because iOS is very active in managing the CPU/GPU clock speed, so it's really hard to measure things accurately.
It depends on the size of texture and the size of cache. If you absolutely have to optimize it, it probably worths to combine them into a single shader. If you want to reuse your code, it makes sense to create a set of simpler shaders and combine them (just like my VideoShader project, https://github.com/snakajima/vs-metal).
By the way, when you combine multiple shaders, you'd better to create a single command buffer and encode all your shaders into that command buffer (instead of creating a command buffer for each shader). It allows Metal to do a certain set of optimizations.

Most Efficient way of Multi-Texturing - iOS, OpenGL ES2, optimization

I'm trying to find the most efficient way of handling multi-texturing in OpenGL ES2 on iOS. By 'efficient' I mean the fastest rendering even on older iOS devices (iPhone 4 and up) - but also balancing convenience.
I've considered (and tried) several different methods. But have run into a couple of problems and questions.
Method 1 - My base and normal values are rgb with NO ALPHA. For these objects I don't need transparency. My emission and specular information are each only one channel. To reduce texture2D() calls I figured I could store the emission as the alpha channel of the base, and the specular as the alpha of the normal. With each being in their own file it would look like this:
My problem so far has been finding a file format that will support a full non-premultiplied alpha channel. PNG just hasn't worked for me. Every way that I've tried to save this as a PNG premultiplies the .alpha with the .rgb on file save (via photoshop) basically destroying the .rgb. Any pixel with a 0.0 alpha has a black rgb when I reload the file. I posted that question here with no activity.
I know this method would yield faster renders if I could work out a way to save and load this independent 4th channel. But so far I haven't been able to and had to move on.
Method 2 - When that didn't work I moved on to a single 4-way texture where each quadrant has a different map. This doesn't reduce texture2D() calls but it reduces the number of textures that are being accessed within the shader.
The 4-way texture does require that I modify the texture coordinates within the shader. For model flexibility I leave the texcoords as is in the model's structure and modify them in the shader like so:
v_fragmentTexCoord0 = a_vertexTexCoord0 * 0.5;
v_fragmentTexCoord1 = v_fragmentTexCoord0 + vec2(0.0, 0.5); // illumination frag is up half
v_fragmentTexCoord2 = v_fragmentTexCoord0 + vec2(0.5, 0.5); // shininess frag is up and over
v_fragmentTexCoord3 = v_fragmentTexCoord0 + vec2(0.5, 0.0); // normal frag is over half
To avoid dynamic texture lookups (Thanks Brad Larson) I moved these offsets to the vertex shader and keep them out of the fragment shader.
But my question here is: Does reducing the number of texture samplers used in a shader matter? Or would I be better off using 4 different smaller textures here?
The one problem I did have with this was bleed over between the different maps. A texcoord of 1.0 was was averaging in some of the blue normal pixels due to linear texture mapping. This added a blue edge on the object near the seam. To avoid it I had to change my UV mapping to not get too close to the edge. And that's a pain to do with very many objects.
Method 3 would be to combine methods 1 and 2. and have the base.rgb + emission.a on one side and normal.rgb + specular.a on the other. But again I still have this problem getting an independent alpha to save in a file.
Maybe I could save them as two files but combine them during loading before sending it over to openGL. I'll have to try that.
Method 4 Finally, In a 3d world if I have 20 different panel textures for walls, should these be individual files or all packed in a single texture atlas? I recently noticed that at some point minecraft moved from an atlas to individual textures - albeit they are 16x16 each.
With a single model and by modifying the texture coordinates (which I'm already doing in method 2 and 3 above), you can easily send an offset to the shader to select a particular map in an atlas:
v_fragmentTexCoord0 = u_texOffset + a_vertexTexCoord0 * u_texScale;
This offers a lot of flexibility and reduces the number of texture bindings. It's basically how I'm doing it in my game now. But IS IT faster to access a small portion of a larger texture and have the above math in the vertex shader? Or is it faster to repeatedly bind smaller textures over and over? Especially if you're not sorting objects by texture.
I know this is a lot. But the main question here is what's the most efficient method considering speed + convenience? Will method 4 be faster for multiple textures or would multiple rebinds be faster? Or is there some other way that I'm overlooking. I see all these 3d games with a lot of graphics and area coverage. How do they keep frame rates up, especially on older devices like the iphone4?
**** UPDATE ****
Since I've suddenly had 2 answers in the last few days I'll say this. Basically I did find the answer. Or AN answer. The question is which method is more efficient? Meaning which method will result in the best frame rates. I've tried the various methods above and on the iPhone 5 they're all just about as fast. The iPhone5/5S has an extremely fast gpu. Where it matters is on older devices like the iPhone4/4S, or on larger devices like a retina iPad. My tests were not scientific and I don't have ms speeds to report. But 4 texture2D() calls to 4 RGBA textures was actually just as fast or maybe even faster than 4 texture2d() calls to a single texture with offsets. And of course I do those offset calculations in the vertex shader and not the fragment shader (never in the fragment shader).
So maybe someday I'll do the tests and make a grid with some numbers to report. But I don't have time to do that right now and write a proper answer myself. And I can't really checkmark any other answer that isn't answering the question cause that's not how SO works.
But thanks to the people who have answered. And check out this other question of mine that also answered some of this one: Load an RGBA image from two jpegs on iOS - OpenGL ES 2.0
Have a post process step in your content pipeline where you merge your rgb with alpha texture and store it in a. Ktx file when you package the game or as a post build event when you compile.
It's fairly trivial format and would be simple to write such command-line tool that loads 2 png's and merges these into one Ktx, rgb + alpha.
Some benefits by doing that is
- less cpu overhead when loading the file at game start up, so the games starts quicker.
- Some GPUso does not natively support rgb 24bit format, which would force the driver to internally convert it to rgba 32bit. This adds more time to the loading stage and temporary memory usage.
Now when you got the data in a texture object, you do want to minimize texture sampling as it means alot of gpu operations and memory accesses depending on filtering mode.
I would recommend to have 2 textures with 2 layers each since there's issues if you do add all of them to the same one is potential artifacts when you sample with bilinear or mipmapped as it may include neighbour pixels close to edge where one texture layer ends and the second begins, or if you decided to have mipmaps generated.
As an extra improvement I would recommend not having raw rgba 32bit data in the Ktx, but actually compressing it into a dxt or pvrtc format. This would use much less memory which means faster loading times and less memory transfers for the gpu, as memory bandwidth is limited.
Of course, adding the compressor to the post process tool is slightly more complex.
Do note that compressed textures do loose a bit of the quality depending on algorithm and implementation.
Silly question but are you sure you are sampler limited? It just seems to me that, with your "two 2-way textures" you are potentially pulling in a lot of texture data, and you might instead be bandwidth limited.
What if you were to use 3 textures [ BaseRGB, NormalRBG, and combined Emission+Specular] and use PVRTC compression? Depending on the detail, you might even be able to use 2bpp (rather than 4bpp) for the BaseRGB and/or Emission+Specular.
For the Normals I'd probably stick to 4bpp. Further, if you can afford the shader instructions, only store the R&G channels (putting 0 in the blue channel) and re-derive the blue channel with a bit of maths. This should give better quality.

Cocos2d texture quality vs memory size - how to get acceptable results?

I'm currently trying to reduce the memory size of my textures. I use texture packer already, as well as .pvr.cczs with either RGB565 or RGB5551. This, however, often leads to a huge, unacceptable reduction in texture quality.
Specifically, I got a spritesheet for the main character. In size it's roughly 4k*2.5k pixels. This is not really negotiable as we have lots of different animations and we need the character in a size acceptable for retina displays of ipads. So reducing the size of the character sprite would again result in huge reductions of quality when we use him in the scene.
So of course I'm trying to use 16 bit textures as often as possible. Using the above mentioned spritesheet as a 16 bit texture takes about 17 mb of memory. This is already a lot. As it's a spritesheet for a character, the texture needs transparency and therefor I need to use rgb5551 as colour depth. With only 1 bit for the alpha channel, the character just looks plain ugly. In fact, everything that needs alpha looks rather ugly with only 1 bit for the alpha channel.
However, if I'd use RGB8888 instead the spritesheet uses double the memory, around 34mb. Now imagine several characters in a scene and you'll end up with 100mb memory for characters alone. Add general overhead, sound, background, foreground, objects and UI to it and you'll end up with far too much memory. In fact, 100mb is "far too much memory" as far as I'm concerned.
I feel like I'm overlooking something in the whole process. Like something obvious I didn't do or something. RGB4444 is no solution either, it really looks unacceptably bad.
In short: How do I get acceptable texture quality including alpha channel for less than 100mb of memory? "Not at all"? Because that's kinda where it leads as far as I can see.
Split your main texture in 'per character/peranimation/per resolution' files. Use .pvr.ccz because they load faster (much faster, i've measured 8x faster on some devices'). If you are using TexturePacker, you should be able to eliminate most if not all artefacts from the 'pvr' conversion.
When running your scenes, preload only the 'next' posture/stance/combat that you know will need. Experiment with asynchronous loading, with completion block, to signal when the texture is available for use. Dump your unused texture as fast as you can. This will tend to keep the memory requirement flatish at a much lower clip than if you load all animations at once.
Finally, do you really need 15 frames for all these animations ? I get away with as few as 5 frames for some of the animations (idle, asleep, others too). TexturePacker takes of symetrical animations around a certain frame, just points frames midPoint +1 ... midPoint + N to MidPoint -N ... MidPoint -1.

iOS OpenGL ES 2.0 VBO vertex count limit: Once exceeded, CPU bound

I am testing the rendering of extremely large 3d meshes, and I am currently testing on an iPhone 5 (I also have an iPad 3).
I have here two screenshots of Instruments with a profiling run. The first one is rendering a 1.3M vertex mesh, and the second is rendering a 2.1M vertex mesh.
The blue histogram-bar at the top shows CPU load, and it can be seen that for the first mesh is hovering at around ~10% CPU load so the GPU is doing most of the heavy lifting. The mesh is very detailed and my point-light-with-specular shader makes it look quite impressive if I say so myself, as it is able to render consistently above 20 frames per second. Oh, and 4x MSAA is enabled as well!
However, once I step up to a 2 million+ vertex mesh, everything goes to crap as we see here a massive CPU bound situation, and all instruments report 1 frame per second performance.
So, it's pretty clear that somewhere between these two assets (and I will admit that they are both tremendously large meshes to be loading in under one single VBO), whether it is the vertex buffer size or the index buffer size that is over the limit, some limit is being surpassed by the 2megavertex (462K tris) mesh.
So, the question is, what is this limit, and how can I query it? It would really be very preferable if I can have some reasonable assurance that my app will function well without exhaustively testing every device.
I also see an alternative approach to this problem, which is to stick to a known good VBO size limit (I have read about 4MB being a good limit), and basically just have the CPU work a little bit harder if the mesh being rendered is monstrous. With a 100MB VBO, having it in 4MB chunks (segmenting the mesh into 25 draw calls) does not really sound that bad.
But, I'm still curious. How can I check the max size, in order to work around the CPU fallback? Could I be running into an out of memory condition, and Apple is simply applying a CPU based workaround (oh LORD have mercy, 2 million vertices in immediate mode...)?
In pure OpenGL, there are two implementation-defined attributes: GL_MAX_ELEMENTS_VERTICES and GL_MAX_ELEMENTS_INDICES. When exceeded performance can drop off a cliff in some implementations.
I spent a while looking through the OpenGL ES specification for the equivalent and could not find it. Chances are it's burried in one of the OES or vendor-specific extensions on OpenGL ES. Nevertheless, there is a very real hardware limit to the number of elements you can draw and the number of vertices. After a point with too many indices, you can exceed the capacity of the post-T&L cache. 2 million is a lot for a single draw call, in lieu of being able to query the OpenGL ES implementation for this information, I'd try successively lower powers-of-two until you dial it back to the sweet spot.
65,536 used to be a sweet spot on DX9 hardware. That was the limit for 16-bit indices and was always guaranteed to be below the maximum hardware vertex count. Chances are it'll work for OpenGL ES class hardware too...

Speed of ComputeShader vs. PixelShader

I've got a question regarding ComputeShader compared to PixelShader.
I want to do some processing on a buffer, and this is possible both with a pixel shader and a compute shader, and now I wonder if there is any advantage in either over the other one, specifically when it comes to speed. I've had issues with either getting to use just 8 bit values, but I should be able to work-around that.
Every data point in the output will be calculated from using in total 8 data points surrounding it (MxN matrix), so I'd think this would be perfect for a pixel shader, since the different outputs don't influence each other at all.
But I was unable to find any benchmarkings to compare the shaders, and now I wonder which one I should aim for. Only target is the speed.
From what i understand, shaders are shaders in the sense that they are just programs run by alot of threads on data. Therefore, in general there should not be any diffrence in terms of computing power/speed doing calculations in the pixel shader as opposed to the compute shader. However..
To do calculations on the pixelshader you have to massage your data so that it looks like image data, this means you have to draw a quad first of all, but also that your output must have the 'shape' of a pixel (float4 basically). This data must then be interpreted by you app into something useful
if you're using the computeshader you can completly control the number of threads to use where as for pixel shaders they have to be valid resolutions. Also you can input and output data in any format you like and take advantage of accelerated conversion using UAVs (i think)
i'd recommend using computeshaders since they are ment for doing general purpose computation and are alot easier to work with. Your over all application will probably be faster too, even if the actual shader computation time is about the same, just because you can avoid some of the hoops you have to jump through just through to get pixel shaders to do what you want.

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