{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11520397","patent":{"patent_number":"US-11520397","title":"Power management of artificial intelligence (AI) models","assignee":null,"inventors":[],"filing_date":"2020-10-23T00:00:00.000Z","publication_date":"2022-12-06T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N"],"num_claims":20,"abstract":"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."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Power management of artificial intelligence (AI) models","description":"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 ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11520397","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11520397","citation_suggestion":"Patentable. \"Power management of artificial intelligence (AI) models\" (US-11520397). https://patentable.app/patents/US-11520397","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11520397","json":"https://patentable.app/api/llm-context/US-11520397","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T19:46:25.192Z"}