Merlin DSE is a highly configurable automation infrastructure to free human beings from manually tuning Merlin pragmas to achieve high performance. It leverages a gradient-based search algorithm and performance bottleneck analysis to quickly identify the high impact pragmas and focuses on them in order to give users a decent QoR as soon as possible. In addition, the search process done by the gradient-based search algorithm is easy to reason, so users can easily figure out where to be further improved accordingly.
The Merlin DSE documents can be found here. It includes:
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Installation guide
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Tutorials
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Development guide
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API Reference
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Python 3.6+
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Redis database