{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11263064","patent":{"patent_number":"US-11263064","title":"Methods and apparatus to facilitate improving processing of machine learning primitives","assignee":null,"inventors":[],"filing_date":"2019-12-30T00:00:00.000Z","publication_date":"2022-03-01T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06F","G06T"],"num_claims":28,"abstract":"The present disclosure relates to methods and apparatus for machine learning processing. For example, disclosed techniques facilitate improving execution of machine learning primitives. Aspects of the present disclosure may store a command stream generated by an application in a buffer, the command stream including a plurality of machine learning primitives for execution by a graphics processor. Further, aspects of the present disclosure identify, after receiving a request from the application to finalize the buffer, two or more machine learning primitives of the buffer that may be replaced with a fused shader kernel. Additionally, aspects of the present disclosure may store the fused shader kernel in the buffer to generate a fused command buffer."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Methods and apparatus to facilitate improving processing of machine learning primitives","description":"The present disclosure relates to methods and apparatus for machine learning processing. For example, disclosed techniques facilitate improving execution of machine learning primitives. Aspects of the","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11263064","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-11263064","citation_suggestion":"Patentable. \"Methods and apparatus to facilitate improving processing of machine learning primitives\" (US-11263064). https://patentable.app/patents/US-11263064","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11263064","json":"https://patentable.app/api/llm-context/US-11263064","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T21:45:26.806Z"}