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POWER SENSITIVE INTELLIGENT DEVICE DESIGN
POWER SENSITIVE INTELLIGENT DEVICE DESIGN
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机译:功率敏感智能器件设计
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摘要
Methods, systems, apparatuses, and computer-readable storage mediums are described for altering a power consumption of a battery-powered device. In an example system, a power monitor is configured to measure, for each of a plurality of components in the battery-powered device, a power consumption of the component during execution of an AI model that is stored on the device. A consumption analyzer is configured to predict whether a battery criterion would be satisfied during operation of the battery-powered device based on the measured power consumption of the components. In examples, operation of the device may include operation of the device in which the AI model is executed. A model retraining engine retrains the AI model if the battery criterion is not predicted to be satisfied during operation of the device, and a retrained AI model may be provided for execution on the battery-powered device.
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