{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11461869","patent":{"patent_number":"US-11461869","title":"Slab based memory management for machine learning training","assignee":null,"inventors":[],"filing_date":"2018-05-10T00:00:00.000Z","publication_date":"2022-10-04T00:00:00.000Z","cpc_codes":["G06T","G06N","G06T","G09G","G06F","G06F","G06F","G06F","G06N","G06N"],"num_claims":20,"abstract":"A system and method for machine learning, with a processing circuit executing an operating system, the processing circuit being connected to a first memory and to a second memory. In some embodiments, the method includes: requesting, by a user level process, from the operating system, a first memory allocation from the first memory, the first memory allocation including a plurality of first segments, a first segment of the plurality of first segments having a size sufficient to store a data object of a first kind; determining, by the user level process, that a result of a first calculation will be a data object of the first kind; and in response to determining that the result of the first calculation will be a data object of the first kind: determining, by the user level process, that none of the first segments are unused."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Slab based memory management for machine learning training","description":"A system and method for machine learning, with a processing circuit executing an operating system, the processing circuit being connected to a first memory and to a second memory. In some embodiments,","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11461869","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-11461869","citation_suggestion":"Patentable. \"Slab based memory management for machine learning training\" (US-11461869). https://patentable.app/patents/US-11461869","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11461869","json":"https://patentable.app/api/llm-context/US-11461869","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:01:16.757Z"}