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October Surprise 2024

Benchmarking Energy and Latency in TinyML: – arXiv.org

In particular, benchmarking must primarily focus on three key metrics: accuracy, latency, and energy consumption, since these metrics are essential for evaluating both the performance of the model and the efficiency of the hardware it runs on.