Qameleon: Hardware/software cooperative automated tuning for heterogeneous architectures
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Abstract
The main goal of this project is to develop a framework that simplifies programming for heterogeneous platforms. The framework consists of (i) a runtime system to generate code that partitions and schedules work among heterogeneous processors, (ii) a general automated tuning mechanism based on machine learning and (iii) performance and power modeling techniques and profiling techniques to aid code generation.
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National Science Foundation (U.S.)
Date
2013-08
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Technical Report