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Arxiv
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MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices
- MetaCLBench is an end-to-end Meta-CL benchmark framework for edge devices.
- It evaluates six representative Meta-CL approaches using both image and audio datasets.
- The study reveals computational and memory costs associated with Meta-CL methods on edge devices.
- Practical guidelines are provided for implementing Meta-CL on resource-constrained environments.
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