Abstract: The rapid advancement of visual autonomous systems, especially in autonomous driving, underscores the critical role of Image Signal Processors (ISPs) as they convert RAW sensor data into RGB ...

Autocomp is a portable, extensible framework for LLM-driven kernel optimization across tensor accelerators. Point it at a kernel, pick your hardware target, and Autocomp speeds it up, automatically.