https://github.com/primitiv/primitiv

A Neural Network Toolkit.
https://github.com/primitiv/primitiv

cmake cpp cuda deep-learning framework gpu neural-network opencl

Last synced: 19 days ago
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A Neural Network Toolkit.

• Host: GitHub
• URL: https://github.com/primitiv/primitiv
• Owner: primitiv
• License: apache-2.0
• Created: 2017-05-07T13:57:41.000Z (almost 8 years ago)
• Default Branch: develop
• Last Pushed: 2019-12-19T12:25:33.000Z (over 5 years ago)
• Last Synced: 2025-03-24T09:47:04.312Z (about 1 month ago)
• Topics: cmake, cpp, cuda, deep-learning, framework, gpu, neural-network, opencl
• Language: C++
• Homepage:
• Size: 2.93 MB
• Stars: 174
• Watchers: 9
• Forks: 27
• Open Issues: 14
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

        
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- Branch **master**:

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primitiv

========

A Neural Network Toolkit.

Features

--------

- Dynamic and incremental graph construction (a.k.a. "define-by-run" style)

- On-demand memory allocation

- Automatic minibatch broadcasting

- Mostly device-independent

- Simple usage

Languages

---------

This repository contains only the core C++ library and its C APIs.

Some bindings for other programming languages (e.g., Python) can be found in [the official repository](https://github.com/primitiv).

Prerequisites

-------------

- CMake 3.1.0 or later

- C++11 compiler (GCC, Clang)

- (optional) [Google Test](https://github.com/google/googletest)

  - Required only when `-DPRIMITIV_BUILD_TESTS=ON`.

- (optional) CUDA 8.0 or later/cuDNN 7.0 or later

  - Required only when `-DPRIMITIV_USE_CUDA=ON`

- (optional) OpenCL 1.2/OpenCL C++ binding v2

  - Required only when `-DPRIMITIV_USE_OPENCL=ON`

Documentation

-------------

- [Official documentation site](http://primitiv.readthedocs.io/en/develop/) describes various information including

  installation, usage and library references.

- [Example code](examples) shows some actual usages of primitiv.

Contact

-------

- [primitiv Developer Group](https://groups.google.com/forum/#!forum/primitiv-developer-group)

- [@odashi_t (maintainer) on Twitter](https://twitter.com/odashi_t)

This project is supported by [ASTREC](http://astrec.nict.go.jp/) in [NICT](http://nict.go.jp/).