GPU computing overview
GPU resources are available both on the cluster and stand-alone servers.
GPU resources for Machine Leaning applications
One of the very common applications for GPU computing is training of the neural nets. Both stand-alone server and the cluster can use effectively employed for boosting neural net training.
GPU acceleration for open-source software
Wide range of open source software were designed to accelerate scientific computation by transferring computational load to GPU hardware.