The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 26, 2024
Filed:
Jun. 25, 2021
Intel Corporation, Santa Clara, CA (US);
Mustafa Cavus, Hillsboro, OR (US);
Yamini Nimmagadda, Portland, OR (US);
Intel Corporation, Santa Clara, CA (US);
Abstract
Systems, apparatuses and methods provide technology for batch-level parallelism, including partitioning a graph into a plurality of clusters comprising batched clusters that support batched data and non-batched clusters that fail to support batched data, establishing an execution queue for execution of the plurality of clusters based on cluster dependencies, and scheduling inference execution of the plurality of clusters in the execution queue based on batch size. The technology can include identifying nodes of the graph as batched or non-batched, generating a batched cluster comprising a plurality of batched nodes based on a relationship between two or more of the batched nodes, and generating a non-batched cluster comprising a plurality of non-batched nodes based on a relationship between two or more of the non-batched nodes. The technology can also include generating a set of cluster dependencies, where the cluster dependencies are used to determine an execution order for the clusters.