Git Product home page Git Product logo

cuda-mode-lectures's Introduction

Supplementary Material for Lectures

The PMPP Book: Programming Massively Parallel Processors: A Hands-on Approach (Amazon link)

Lecture 1: Profiling and Integrating CUDA kernels in PyTorch

Lecture 2: Recap Ch. 1-3 from the PMPP book

Lecture 3: Getting Started With CUDA

Lecture 4: Intro to Compute and Memory Architecture

Lecture 5: Going Further with CUDA for Python Programmers

Lecture 6: Optimizing PyTorch Optimizers

Lecture 7: Advanced Quantization

Lecture 8: CUDA Performance Checklist

Lecture 9: Reductions

Lecture 10: Build a Prod Ready CUDA Library

cuda-mode-lectures's People

Contributors

msaroufim avatar jph00 avatar andreaskoepf avatar keremturgutlu avatar t-vi avatar lancerts avatar erjanmx avatar nichitadiaconu 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.