公开(公告)号：US20240320045A1

公开(公告)日：2024-09-26

申请号：US18675294

申请日：2024-05-28

Applicant: Texas Instruments Incorporated

Inventor： Mihir Narendra MODY ,  Kedar Satish CHITNIS ,  Kumar DESAPPAN ,  David SMITH ,  Pramod Kumar SWAMI ,  Shyam JAGANNATHAN

IPC: G06F9/50 ,  G06F9/455 ,  G06F12/00 ,  G06F12/02 ,  G06N3/02 ,  G06N3/10 ,  G06N20/00

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.

公开(公告)号：US20230013998A1

公开(公告)日：2023-01-19

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

IPC: G06F9/50 ,  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.