Git Product home page Git Product logo

cuda-reduce's Introduction

JIT compile c++ code from python

This way is recommended for prototyping

python example_reduce_jit.py

Compile and install c++ code from python

pip install -e .
python example_reduce.py

Run rudimentary tests

The tests use the JIT compile solution

python tests.py

Benchmark the different implementations

python bench.py

Compile c++ code with cmake

mkdir build
cd build
cmake -DCMAKE_PREFIX_PATH=<LIBTORCH_PATH> ..
./example_reduce

you might need to reference your cuda library

Save model from Python and load it from C++

python save-torch-model.py
cd build
# compile C++ if needed
./use-torch-model ../model.pt

cuda-reduce's People

Contributors

agoscinski avatar luthaf avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.