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公开(公告)号：US11995472B2
公开(公告)日：2024-05-28
申请号：US17378841
申请日：2021-07-19
Applicant: Texas Instruments Incorporated
Inventor： Mihir Narendra Mody , Kedar Satish Chitnis , Kumar Desappan , David Smith , Pramod Kumar Swami , Shyam Jagannathan
CPC classification number: G06F9/5016 , G06F9/5077 , G06F12/00 , G06F12/0223 , G06F2009/45583 , G06F9/50 , G06F9/5022 , G06N3/02 , G06N3/10 , G06N20/00
Abstract: Techniques for executing machine learning (ML) models including receiving an indication to run an ML model on a processing core; receiving a static memory allocation for running the ML model on the processing core; determining that a layer of the ML model uses more memory than the static memory allocated; transmitting, to a shared memory, a memory request for blocks of the shared memory; receiving an allocation of the requested blocks; running the layer of the ML model using the static memory and the range of memory addresses; and outputting results of running the layer of the ML model.
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公开(公告)号：US20250147672A1
公开(公告)日：2025-05-08
申请号：US18591959
申请日：2024-02-29
Applicant: TEXAS INSTRUMENTS INCORPORATED
Inventor： Mihir Narendra Mody , Prithvi Shankar Y.A. , Sriramakrishnan Govindarajan , Mohd Asif Farooqui , Shailesh Ganapat Ghotgalkar , Sai Karthik Rajaraman , Pratheesh Gangadhar TK , David Smith , Niraj Nandan
IPC: G06F3/06
Abstract: Systems and methods for servicing read requests may include receiving a transaction from a processing unit while mirroring contents from an external memory to an on-chip RAM. Such systems and methods may monitor a progress of the mirroring and, based on the monitoring, access code or data values for the transaction from either the external memory or the on-chip RAM. Such systems and methods may further provide the code or data values to the processing unit according to the transaction. Such systems and methods may allow for execution of software before software has been fully downloaded to internal memory.
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