MUMBAI, India, June 13 -- Intellectual Property India has published a patent application (202417069159 A) filed by Microsoft Technology Licensing, Llc, Redmond, U.S.A., on Sept. 12, 2024, for 'machine learning model processing based on perplexity.'
Inventor(s) include Darvish Rouhani, Bita; Burger, Douglas Christopher; and Chung, Eric S.
The application for the patent was published on June 13, under issue no. 24/2025.
According to the abstract released by the Intellectual Property India: "A method for operating a machine learning model is presented. The machine learning model includes a plurality of sequential transformer blocks. The method comprises receiving input data at a transformer block and processing the input data via a mixture of experts layer. At an auxiliary classifier, a measure of perplexity of the processed input data is determined. Based on the determined measure of perplexity, one or more experts in a downstream transformer block that will subsequently process the input data are indicated. Weight matrices are then fetched for the indicated one or more experts."
The patent application was internationally filed on Jan. 12, 2023, under International application No.PCT/US2023/010644.
Disclaimer: Curated by HT Syndication.
