公开(公告)号：US20240220266A1

公开(公告)日：2024-07-04

申请号：US18214522

申请日：2023-06-26

Applicant: Samsung Electronics Co., Ltd.

Inventor： Matthew Shaun BRYSON ,  Oscar P. PINTO ,  Vishwanath MARAM ,  Seyed Mehdi BOSTANDOOST NIK ,  Sainathan LOGANATHAN ,  Wenjie LIU

IPC: G06F9/38 ,  G06F9/30

CPC classification number: G06F9/3836 ,  G06F9/30043

Abstract: A method may include receiving, by at least one processing circuit, an input representation of a computational workflow, wherein the input representation may include at least one instruction in an input format, and generating, by the at least one processing circuit, based on the input representation, an intermediary format representation of the computational workflow, wherein the intermediary format representation may include at least one intermediary format instruction for a computational device. The at least one intermediary format instruction may include an instruction to perform, by the computational device, at least one of a load operation, a store operation, or a computational operation. The generating the intermediary format representation may include generating the intermediary format representation based on an arrangement of the computational workflow.

公开(公告)号：US20250045102A1

公开(公告)日：2025-02-06

申请号：US18786404

申请日：2024-07-26

Applicant: Samsung Electronics Co., Ltd.

Inventor： Wenjie LIU ,  Matthew BRYSON ,  Rajiv SHANMUGAM MADESWARAN ,  Naga Sanjana BIKONDA ,  Vishwanath MARAM

IPC: G06F9/48

Abstract: A method may include determining a first performance of a first compute task on one or more computational devices, wherein the first performance may be determined based on a first weight of the first compute task, determining a second performance of a second compute task on the one or more computational devices, and assigning, based on the first performance and the second performance, the first compute task to at least one of the one or more computational devices. The method may further include determining, based on a characteristic of the first compute task, the first weight. The characteristic of the first compute task may include at least one of a type of the first compute task, computational complexity of the first compute task, priority of the first compute task, latency of the first compute task, or amount of data used by the first compute task.