论文标题

Motepy:一种针对低空机器学习和数据处理的域特定语言

MotePy: A domain specific language for low-overhead machine learning and data processing

论文作者

Poroor, Jayaraj

论文摘要

提出了一种命名Motepy的特定域语言(DSL)。 DSL提供了高级别的语法,其间接费用较低,用于在时间约束或内存约束系统中用于ML/数据处理。 DSL-TO-C编译器具有一种新颖的静态内存分配器,可跟踪对象寿命并重用静态内存,我们称之为编译器管理的堆。

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.

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