What do you think the future of GPU as a CPU initiatives like CUDA are? Do you think they are going to become mainstream and be the next adopted fad in the industry? Apple is building a new framework for using the GPU to do CPU tasks and there has been alot of success in the Nvidias CUDA project in the sciences. Would you suggest that a ...
I'm looking for some insight into XNA on Xbox 360, mainly if its possible to run vector-based float mathematics on its GPU? If there's a way, can you point me into the right direction? ...
I read in this article that a company has created a software capable of using multiple GPU-based video cards in parallel to process hundreds of billions fixed-point calculations per second. The program seems to run in Windows. Is it possible from Windows to assign a thread to a GPU? Do they create their own driver and then interact wit...
I have a neural network written in Erlang, and I just bought a GeForce GTX 260 card with a 240 core GPU on it. Is it trivial to use CUDA as glue to run this on the graphics card? ...
We generate graphs for huge datasets. We are talking 4096 samples per second, and 10 minutes per graph. A simple calculation makes for 4096 * 60 * 10 = 2457600 samples per linegraph. Each sample is a double (8 bytes) precision FP. Furthermore, we render multiple linegraphs on one screen, up to about a hundred. This makes we render about ...
Everyone has this huge massively parallelized supercomputer on their desktop in the form of a graphics card GPU. What is the "hello world" equivalent of the GPU community? What do I do, where do I go, to get started programming the GPU for the major GPU vendors? ...
i am writing a 2d lib which will have 3d acceleration but i'd like to do it in a way that it will efficiently run on older HW. Possibly typedefs to hide options/functions that your targeted mode does not support. (also there may be emulation func turned on) What are some of the things older HW do? here is a list of questions and things ...
I am rendering a certain scene to an off-screen frame buffer (FBO) and then I'm reading the rendered image using glReadPixels() for processing on the CPU. The processing involves some very simple scanning routines and extraction of data. After profiling I realized that most of what my application does is spend time in glReadPixels() -...
I am trying to get more processing power out of my grid. I am using all cpus/cores, is it possible to utilize the GPU with C#. Anyone know any libraries or got any sample code? ...
I have a lengthy number-crunching process which takes advantage of quite abit of OpenGL off-screen rendering. It all works well but when I leave it to work on its own while I go make a sandwich I would usually find that it crashed while I was away. I was able to determine that the crash occurs very close to the moment The laptop I'm usin...
I'm rendering a certain scene into a texture and then I need to process that image in some simple way. How I'm doing this now is to read the texture using glReadPixels() and then process it on the CPU. This is however too slow so I was thinking about moving the processing to the GPU. The simplest setup to do this I could think of is t...
I plan to develop a tool for realtime video manipulation using C++, Qt and OpenGL. Video overlay isn't an option since shaders should be used for frame processing. At the moment I imagine a following sequence of steps: Decode video (CPU) Preprocess it (optional, CPU) Transer it to video memory (GPU using DMA) Further process it using v...
Apparently, in Flash 10, you can use the GPU to calculate shaders, and if the user doesn't have a compatible gpu, it falls back to the cpu. The problem is that the cpu is very slow to calculate the filters, it would be nice to detect if it can't use the gpu, and use fewer effects. Is it possible to detect using actionscript if it's using...
I have to implement an algorithm to decompose 3D volumes in voxels. The algorithm starts by identifying which vertexes is on each side of the cut plan and in a second step which edge traverse the cutting plan. This process could be optimized by using the benefit of sorted list. Identifying the split point is O log(n). But I have to mai...
Is there an application which can show me GPU usage history in the same way as I can bring up task manager to see CPU usage? I would like to be able to see how much load I am putting on the GPU with my WPF applications. ...
I'd like to work on a 2-3 month long project (full time) that involves coding in C++ and is related to networks (protocol stacks). I was considering writing my own network stack but that doesn't seem as interesting. It would be great to find an idea to implement a tcp/ip-like stack for distributed system/GPUs that is better as far as net...
If Moore's Law holds true, and CPUs/GPUs become increasingly fast, will software (and, by association, you software developers) still push the boundaries to the extent that you still need to optimize your code? Or will a naive factorial solution be good enough for your code (etc)? ...
In a CUDA kernel, I have code similar to the following. I am trying to calculate one numerator per thread, and accumulate the numerators over the block to calculate a denominator, and then return the ratio. However, CUDA is setting the value of denom to whatever value is calculated for numer by the thread in the block with the largest th...
Your CPU may be a quad-core, but did you know that some graphics cards today have over 200 cores? We've already seen what GPU's in today's graphics cards can do when it comes to graphics. Now they can be used for non-graphical tasks as well, and in my opinion the results are nothing short of amazing. An algorithm that lends itself wel...
As a learning experience, I'm writing an Immediate mode managed DirectX 9 application. I'm manually calculating Vertex normals across all triangles in a scene to allow smooth Gouraud shading. This works as expected, but I'm guessing this is not the most efficient approach. Is it possible to get the GPU to do this for me? ...