Skip to content

SKKU ICE2005 : Design DNN Computation Module in Structural Modeling

Notifications You must be signed in to change notification settings

moonjayden/ice2005

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

19 Commits
 
 
 
 

Repository files navigation

ice2005

@SKKU, 2022

FPGA Verification : FPGA Starter Kit Ⅲ(Artix-7 Based FPGA)

Design DNN Computation Module

image

Figure of (NOC-based DNN accerlerator: A future design paradigm, KC Chen, M Ebrahimi, TY Wang, YC Yang, NOCS '19: Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip)

[Design Overview & Execution Flow]

image

[State Diagram of Controller]

image

[Block Diagram of Computation Modules]

Processing Element

image

  1. Single PE Module

image

  1. Systolic Array Module

image image image image

  1. Broadcast Computation Module

image image

[Simulation Result]

image

[Systolic Array Module FPGA Verification]

image

[Custom Module FPGA Verification]

image

[Performance Comparison]

image

About

SKKU ICE2005 : Design DNN Computation Module in Structural Modeling

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published