2015 | OriginalPaper | Chapter
An Analytical Model for Matrix Multiplication on Many Threaded Vector Processors
Authors : Yongwen Wang, Jun Gao, Bingcai Sui, Chengyi Zhang, Weixia Xu
Published in: Computer Engineering and Technology
Publisher: Springer Berlin Heidelberg
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Vector can enhance peak performance while multi-threading can improve efficiency. MTV is a new architecture that combines the two to achieve both high computing performance and high throughput. Matrix multiplication is the kernel of many scientific applications. A parallel matrix multiplication algorithm is presented and an analytical performance model is built. Based on the model, the performance of MTV was evaluated and critical configurations are given to guide the design of MTV processors..