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gpu.md
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1 | +## GPU computing |
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3 | +GPU-accelerated computing uses a graphics processing unit (GPU) to accelerate computations in computer programs. Several applications in the SBGrid programs tree are GPU-accelerated. Some examples are RELION, GCTF, MotionCor2, Gautomatch, IMOD, etc. Here's what you need to take advantage of a GPU: |
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5 | +### Requirements for GPU (CUDA) applications |
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7 | +1. To use GPU-accelerated applications, you will need an NVIDIA GPU. We don't currently support other co-processors (Xeon Phi, AMD). If you think we should, let us know at bugs@sbgrid.org . |
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9 | + Not all GPUs are created equal - some applications are restricted to GPUs with a certain 'Compute Capability (i.e. of 3.5 or greater)'. You can check your card's rating and find more information on GPU computing here : [https://developer.nvidia.com/cuda-gpus](https://developer.nvidia.com/cuda-gpus) |
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11 | +2. Drivers |
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12 | +You linux workstation must have the proper drivers for your GPU. You can find drivers for your card here : [https://developer.nvidia.com/cuda-zone](https://developer.nvidia.com/cuda-zone) |
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14 | +We currently support applications that rely on versions of CUDA 5 to 8 and these libraries are included with the SBGrid distribution. For best results, it is important to have a recent driver version if possible. |
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16 | +For more information on GPUs and RELION, check Erik Lindahl's blog at the Department of Biochemistry & Biophysics, Stockholm University, [http://www.cryoem.se/relion-gpu](http://www.cryoem.se/relion-gpu) |
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18 | +GPU questions? Please email *bugs@sbgrid.org* |