Code Monkey home page Code Monkey logo

Comments (1)

buptqq avatar buptqq commented on August 31, 2024 1

Not just loop tiles, Ansor should be tuning such as unroll、block tile、vectorize and the implementation of the kernel(for many kernels, decide which kernels can be fused). but Ansor still lacks the ability of tensorize, So does not perform well on computationally intensive operators such as gemm and conv.
The above are just some rough instructions. if you want more detailed information, We recommend you to view the source code.
Tune config in TPAT
Tvm Source Code

cuda kernel code from tvm is just auto tuning from for loop tile? what is cuda kernel code tuning arguments in TVM Ansor?

from tpat.

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.