公开(公告)号：US20230401420A1

公开(公告)日：2023-12-14

申请号：US17838240

申请日：2022-06-12

Applicant: MediaTek Inc.

Inventor： Chih-Wen Goo ,  Pei-Kuei Tsung ,  Chih-Wei Chen ,  Mingen Shih ,  Shu-Hsin Chang ,  Po-Hua Huang ,  Ping-Yuan Tsai ,  Shih-Wei Hsieh ,  You Yu Nian

IPC: G06N3/04 ,  G06F9/30

CPC classification number: G06N3/04 ,  G06F9/3001

Abstract: A system receives a neural network model that includes asymmetric operations. Each asymmetric operation includes one or more fixed-point operands that are asymmetrically-quantized from corresponding floating-point operands. The system compiles a given asymmetric operation of the neural network model into a symmetric operation that includes a combined bias value. A compiler computes the combined bias value is a constant by merging at least zero points of input and output of the given asymmetric operation. The system then generates a symmetric neural network model including the symmetric operation for inference hardware to execute in fixed-point arithmetic.

公开(公告)号：US20250077282A1

公开(公告)日：2025-03-06

申请号：US18820342

申请日：2024-08-30

Applicant: MEDIATEK INC.

Inventor： Ming-Hung Lin ,  Ming-En Shih ,  Shih-Wei Hsieh ,  Ping-Yuan Tsai ,  You-Yu Nian ,  Pei-Kuei Tsung ,  Jen-Wei Liang ,  Shu-Hsin Chang ,  En-Jui Chang ,  Chih-Wei Chen ,  Po-Hua Huang ,  Chung-Lun Huang

IPC: G06F9/50 ,  G06F17/15

Abstract: A digital compute-in-memory (DCIM) system includes a first DCIM macro. The first DCIM macro includes a first memory cell array and a first arithmetic logic unit (ALU). The first memory cell array has N rows that are configured to store weight data of a neural network in a single weight data download session, wherein N is a positive integer not smaller than two. The first ALU is configured to receive a first activation input, and perform convolution operations upon the first activation input and a single row of weight data selected from the N rows of the first memory cell array to generate first convolution outputs.

公开(公告)号：US20250077180A1

公开(公告)日：2025-03-06

申请号：US18820312

申请日：2024-08-30

Applicant: MEDIATEK INC.

Inventor： Ming-Hung Lin ,  Ming-En Shih ,  Shih-Wei Hsieh ,  Ping-Yuan Tsai ,  You-Yu Nian ,  Pei-Kuei Tsung ,  Jen-Wei Liang ,  Shu-Hsin Chang ,  En-Jui Chang ,  Chih-Wei Chen ,  Po-Hua Huang ,  Chung-Lun Huang

IPC: G06F7/505 ,  G06F7/57

Abstract: A digital compute-in-memory (DCIM) macro includes a memory cell array and an arithmetic logic unit (ALU). The memory cell array stores weight data of a neural network. The ALU receives parallel bits of a same input channel in an activation input, and generates a convolution computation output of the parallel bits and target weight data in the memory cell array.

公开(公告)号：US10001856B2

公开(公告)日：2018-06-19

申请号：US15133193

申请日：2016-04-19

Applicant: MediaTek Inc.

Inventor： Po-Hua Huang ,  Hsueh-Bing Yen ,  Chiung-Fu Chen

IPC: G06F3/041 ,  G06F1/20 ,  G06F1/32 ,  G09G5/18

CPC classification number: G06F3/0412 ,  G06F1/206 ,  G06F1/3206 ,  G06F1/3262 ,  G06F1/3265 ,  G09G5/18 ,  G09G2310/08 ,  Y02D10/153

Abstract: Techniques pertaining to dynamic enablement, disablement and adjustment of offset of a virtual periodic timing control signal based on one or more predefined events are described. A method may determine whether a first predefined event is beginning. The method may also enable an offset of the virtual periodic timing control signal for synchronizing one or more first system modules in response to a determination that the first predefined event is beginning. The one or more first system modules may be configured to control one or more operations of one or more second system modules. The one or more second system modules may be configured to process one or more image frames. The method may further determine whether the first predefined event is ending. The method may additionally disable the offset in response to a determination that the first predefined event is ending.

公开(公告)号：US20160231863A1

公开(公告)日：2016-08-11

申请号：US15133193

申请日：2016-04-19

Applicant: MediaTek Inc.

Inventor： Po-Hua Huang ,  Hsueh-Bing Yen ,  Chiung-Fu Chen

IPC: G06F3/041 ,  G09G3/20

CPC classification number: G06F3/0412 ,  G06F1/206 ,  G06F1/3206 ,  G06F1/3262 ,  G06F1/3265 ,  G09G5/18 ,  G09G2310/08 ,  Y02D10/153

Abstract: Techniques pertaining to dynamic enablement, disablement and adjustment of offset of a virtual periodic timing control signal based on one or more predefined events are described. A method may determine whether a first predefined event is beginning. The method may also enable an offset of the virtual periodic timing control signal for synchronizing one or more first system modules in response to a determination that the first predefined event is beginning. The one or more first system modules may be configured to control one or more operations of one or more second system modules. The one or more second system modules may be configured to process one or more image frames. The method may further determine whether the first predefined event is ending. The method may additionally disable the offset in response to a determination that the first predefined event is ending.

Abstract translation: 描述了关于基于一个或多个预定义事件的虚拟周期性定时控制信号的偏移的动态启用，禁用和调整的技术。 方法可以确定第一预定义事件是否开始。 响应于第一预定义事件开始的确定，该方法还可以实现虚拟周期性定时控制信号的偏移，用于同步一个或多个第一系统模块。 一个或多个第一系统模块可以被配置为控制一个或多个第二系统模块的一个或多个操作。 一个或多个第二系统模块可以被配置为处理一个或多个图像帧。 该方法还可以确定第一预定义事件是否正在结束。 响应于第一预定义事件结束的确定，该方法还可以禁用偏移。