추론 워크로드를 위한 효율적인 C++ 패턴 — 스택/힙, 아레나 할당기, 베어메탈 동적 메모리 회피.
Status: Planned
Who it’s for
Any C++ programming course (intermediate level). Students learn efficient memory patterns that matter for embedded AI — directly applicable to their coursework and a meaningful Physical AI exposure.
Schedule (3 weeks)
Week 1 — Memory layout recap; why malloc/free breaks on microcontrollers
Week 2 — Arena and pool allocators; TFLite Micro’s tensor arena
Week 3 — Profiling memory usage; project: port a small classifier to bare-metal C++