Giter Site home page Giter Site logo

awesome-tensor-compilers's Introduction

Awesome Tensor Compilers

Awesome Maintenance

A list of awesome compiler projects and papers for tensor computation and deep learning.

Contents

Open Source Projects

Papers

Survey

Compiler and IR Design

Auto-tuning and Auto-scheduling

Cost Model

CPU and GPU Optimization

NPU Optimization

Graph-level Optimization

Dynamic Model

Graph Neural Networks

Distributed Computing

Quantization

Sparse

Program Rewriting

Verification and Testing

Tutorials

Contribute

We encourage all contributions to this repository. Open an issue or send a pull request.

Notes on the Link Format

We prefer using a link which points to a more informative page instead of a single pdf. For example, for arxiv papers, we prefer https://arxiv.org/abs/1802.04799 over https://arxiv.org/pdf/1802.04799.pdf. For USENIX papers (OSDI/ATC), we prefer https://www.usenix.org/conference/osdi18/presentation/chen over https://www.usenix.org/system/files/osdi18-chen.pdf. For ACM papers (ASPLOS/PLDI/Eurosys), we prefer https://dl.acm.org/doi/abs/10.1145/3519939.3523446 over https://dl.acm.org/doi/pdf/10.1145/3519939.3523446.

awesome-tensor-compilers's People

Contributors

chhzh123 avatar emilecourthoud avatar frozengene avatar ganler avatar jamesthez avatar jikechao avatar junrushao avatar leejaymin avatar lukeandros avatar merrymercy avatar mshr-h avatar orausch avatar randyzhao avatar sforekeeper avatar shangyint avatar shishirpatil avatar yaoyaoding avatar yurikamome avatar yzh119 avatar zhaiyi000 avatar zqpei avatar

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.