The Khronos Group - Connecting Software to Silicon

The Khronos Group is a not for profit industry consortium creating open standards for the authoring and acceleration of parallel computing, graphics, dynamic media, computer vision and sensor processing on a wide variety of platforms and devices. All Khronos members are able to contribute to the development of Khronos API specifications, are empowered to vote at various stages before public deployment, and are able to accelerate the delivery of their cutting-edge 3D platforms and applications through early access to specification drafts and conformance tests.

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AMD OpenCL optimization case study for Support Vector Machine training

AMD offers a new Optimization case study. Examining key kernels utilized in a Quadratic Programming solver to optimize the evaluation of the Radial Basis Function SVM, results in improving performance by a factor of 5 compared to naive code running on an AMD Radeon™ HD 5870 GPU. Support Vector Machines (SVMs) are a widely used binary classification technique used to label data as belonging to one of two categories.

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