{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11461662","patent":{"patent_number":"US-11461662","title":"Compilation time reduction for memory and compute bound neural networks","assignee":null,"inventors":[],"filing_date":"2020-03-25T00:00:00.000Z","publication_date":"2022-10-04T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"Techniques for reducing a compilation time for compiling a neural network are disclosed. A description of a neural network is received by a compiler. A plurality of operators are identified based on the description of the neural network. A plurality of subgraphs are formed, each including one or more operators. For each subgraph, a performance factor is calculated based on a compute usage and a memory usage associated with the operators included in the subgraph. The performance factor is compared to a threshold. Based on the comparison, either the subgraph is classified as a compute bound subgraph and a set of memory optimizations are suppressed or the subgraph is classified as a memory bound subgraph and a set of compute optimizations are suppressed."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Compilation time reduction for memory and compute bound neural networks","description":"Techniques for reducing a compilation time for compiling a neural network are disclosed. A description of a neural network is received by a compiler. A plurality of operators are identified based on t","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11461662","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-11461662","citation_suggestion":"Patentable. \"Compilation time reduction for memory and compute bound neural networks\" (US-11461662). https://patentable.app/patents/US-11461662","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11461662","json":"https://patentable.app/api/llm-context/US-11461662","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:02:32.370Z"}