Classification Algorithms on the Cell Processor

Classification Algorithms on the Cell Processor

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In this work, the feasibility of the Cell processor in the use of training Neural Networks and Support Vector Machines will be explored. In the Neural Network family of classifiers, the fully connected Multilayer Perceptron and Convolution Network were implemented. In the Support Vector Machine family, a Working Set technique known as the Gradient Projection-based Decomposition Technique, as well as the Cascade SVM were implemented.Mid. Level. The optimization of code sections can only help as long as there is a smooth and constant flow of work in the ... The source and destination addresses need to be 16 byte aligned (128 byte aligned for optimum performance), and the anbsp;...

Title:Classification Algorithms on the Cell Processor
Author: Mateusz Wyganowski
Publisher:ProQuest - 2008

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