inference-time optimization

Visual object tracking has recently benefited from the adoption of transformer architectures, which provide strong modeling capacity but incur high computational and memory costs, limiting real-time deployment.  Existing efficiency-focused trackers primarily address this challenge through architectural redesign, often trading accuracy for speed.