{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11521052","patent":{"patent_number":"US-11521052","title":"Hardware and neural architecture co-search","assignee":null,"inventors":[],"filing_date":"2021-06-30T00:00:00.000Z","publication_date":"2022-12-06T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"Hardware and neural architecture co-search may be performed by operations including obtaining a specification of a function and a plurality of hardware design parameters. The hardware design parameters include a memory capacity, a number of computational resources, a communication bandwidth, and a template configuration for performing neural architecture inference. The operations further include determining, for each neural architecture among a plurality of neural architectures, an overall latency of performance of inference of the neural architecture by an accelerator within the hardware design parameters. Each neural architecture having been trained to perform the function with an accuracy. The operations further include selecting, from among the plurality of neural architectures, a neural architecture based on the overall latency and the accuracy."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Hardware and neural architecture co-search","description":"Hardware and neural architecture co-search may be performed by operations including obtaining a specification of a function and a plurality of hardware design parameters. The hardware design parameter","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11521052","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-11521052","citation_suggestion":"Patentable. \"Hardware and neural architecture co-search\" (US-11521052). https://patentable.app/patents/US-11521052","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11521052","json":"https://patentable.app/api/llm-context/US-11521052","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T13:44:32.753Z"}