Code Monkey home page Code Monkey logo

Comments (4)

Adrian-2105 avatar Adrian-2105 commented on July 17, 2024

Hi. This project is open-source. You're welcome to do a fork, modify it and use it in your research. Please cite us in that case.

from stonne.

mig9mili avatar mig9mili commented on July 17, 2024

hey @Adrian-2105 i am beginner to his field and i have gone through your yt videos it was nice , so can you please help me out how to go through the your code base basically i need a road-map so that i can understand how marie is implemented on top of that i can build my accelerator

from stonne.

Adrian-2105 avatar Adrian-2105 commented on July 17, 2024

I have attached the STONNE paper to this comment, so firstly I would recommend reading it: STONNE_Enabling_Cycle-Level_Microarchitectural_Simulation_for_DNN_Inference_Accelerators.pdf

I can also give you some upper-level introduction to the simulator source code, but you will need to spend time to understand and be able to work with it. The main file structure to simulate the MAERI architecture is:

  • main.cpp: CLI input parsing
  • STONNEmodel.cpp: main STONNE module where all the on-chip networks are created and configured
  • SDMemory.cpp: memory controller of MAERI, the most important component since it orchestrates the data movement and execution
  • DSNetwork.cpp & DSNetworkTop.cpp: distribution network
  • MSNetwork.cpp: multiplier network
  • ASNetwork.cpp: reduction network

The rest of the files mainly focus on the simulation of other kinds of architecture, so you can only focus on the ones I mentioned. To get a deeper understanding of each part, you will need to navigate through the code.

from stonne.

mig9mili avatar mig9mili commented on July 17, 2024

thanks a lot man

from stonne.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.