MotePy:用于低开销机器学习和数据处理的领域特定语言
MotePy: A domain specific language for low-overhead machine learning and data processing
摘要:
提出了一种领域专用语言(DSL),命名为MotePy。DSL为时间受限或存储器受限系统中的ML/数据处理提供了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,它跟踪对象的生存期并重用静态内存,我们称之为编译器管理的堆。
英文摘要:
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.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。