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

Code

• github.com/jayarajporoor/motepy
  OfficialIn paperpytorch★ 3

Abstract

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.

Tasks

Reproductions