Orion is a self-adaptive memory management framework for on-device online continual learning that co-optimizes latency, plasticity, and stability via URGE-based reallocation and prefetching.
Sequoia: A software framework to unify continual learning research.arXiv preprint arXiv:2108.01005, 2021
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Orion: Enabling Self-adaptive Memory Management for On-device Online Continual Learning
Orion is a self-adaptive memory management framework for on-device online continual learning that co-optimizes latency, plasticity, and stability via URGE-based reallocation and prefetching.