Pretraining on 16nm data and fine-tuning on 5nm data with silicon odometer features reduces Vmin prediction RMSE on 5nm chips to 3.89 mV versus 4.59 to 7.09 mV for baselines.
Silicon odometer: An on- chip reliability monitor for measuring frequency degradation of digital circuits,
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Transfer Learning for Minimum Operating Voltage Prediction in Advanced Technology Nodes: Leveraging Legacy Data and Silicon Odometer Sensing
Pretraining on 16nm data and fine-tuning on 5nm data with silicon odometer features reduces Vmin prediction RMSE on 5nm chips to 3.89 mV versus 4.59 to 7.09 mV for baselines.