Boost AI Model Performance: Master Host‑Device Scheduling on Ascend Platforms
This article explains how CPUs and Ascend AI processors cooperate as host and device, compares sink and host scheduling modes, defines Host‑Bound and Device‑Bound models, and presents optimization techniques such as tiling cache, multi‑core concurrency, and small‑shape operator handling that dramatically improve AI model execution efficiency.
