Motivation. Directive-based GPU programming models are gaining momentum since they transparently relieve programmers from dealing with complex language syntax of low-level GPU programming, which often involves diverse architectural details. However, too much abstraction in directive models puts a significant burden on programmers in terms of debugging and performance optimizations. To improve debuggability/tunability for the directive-based GPU programming models, we must have a systematic approach that exposes more information to programmers while still maintaining high-level abstraction. To facilitate research on other important features, such as resilience and scalability, more intuitive and extensible compiler framework will be need. Open Accelerator Research Compiler (OpenARC) OpenARC is a new, open source compiler framework, which provides extensible environment, where various performance optimizations, traceability mechanisms, fault tolerance techniques, etc., can be built for better debuggability/performance/resilience on the complex accelerator computing.
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