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MotePy: A domain specific language for low-overhead machine learning and data processing
arXiv - CS - Programming Languages Pub Date : 2020-11-10 , DOI: arxiv-2011.05194
Jayaraj Poroor

A domain specific language (DSL), named MotePy is presented. The DSL offers a high level syntax with low overheads for ML/data processing in time constrained or memory constrained systems. The DSL-to-C compiler has a novel static memory allocator that tracks object lifetimes and reuses the static memory, which we call the compiler-managed heap.

中文翻译:

MotePy:一种用于低开销机器学习和数据处理的领域特定语言

提出了一种名为 MotePy 的领域特定语言 (DSL)。DSL 为时间受限或内存受限系统中的 ML/数据处理提供了一种具有低开销的高级语法。DSL-to-C 编译器有一个新颖的静态内存分配器,用于跟踪对象生命周期并重用静态内存,我们称之为编译器管理的堆。
更新日期:2020-11-13
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