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https://github.com/cusplibrary/cusplibrary
CUSP : A C++ Templated Sparse Matrix Library
https://github.com/cusplibrary/cusplibrary
Last synced: 25 days ago
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CUSP : A C++ Templated Sparse Matrix Library
- Host: GitHub
- URL: https://github.com/cusplibrary/cusplibrary
- Owner: cusplibrary
- License: apache-2.0
- Created: 2012-08-24T01:13:26.000Z (almost 12 years ago)
- Default Branch: main
- Last Pushed: 2023-12-22T22:29:05.000Z (6 months ago)
- Last Synced: 2024-02-16T01:34:52.085Z (4 months ago)
- Language: C++
- Homepage: http://cusplibrary.github.io
- Size: 4.4 MB
- Stars: 378
- Watchers: 39
- Forks: 137
- Open Issues: 36
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG
- License: LICENSE
Lists
- awesome-stars - cusplibrary/cusplibrary - CUSP : A C++ Templated Sparse Matrix Library (C++)
- awesome-cpp-ml - CUSP - level interface for manipulating sparse matrices and solving sparse linear systems. (Free/Open Source BLAS/Matrix Libraries)
- awesome-gemm - CUSP
- awesome-android-cpp - cusplibrary/cusplibrary - CUSP : A C++ Templated Sparse Matrix Library (TODO scan for Android support in followings)
README
## CUSP : A C++ Templated Sparse Matrix Library
| Linux | Windows | Coverage |
| ----- | ------- | -------- |
| [](https://travis-ci.org/sdalton1/cusplibrary) | [](https://ci.appveyor.com/project/StevenDalton/cusplibrary) | [](https://coveralls.io/r/sdalton1/cusplibrary?branch=master) |
For more information, see the project documentation at [CUSP Website](http://cusplibrary.github.io).
### A Simple Example
```C++
#include
#include
#include
#include
#include
#include
#include
int main(void)
{
int cuda_major = CUDA_VERSION / 1000;
int cuda_minor = (CUDA_VERSION % 1000) / 10;
int thrust_major = THRUST_MAJOR_VERSION;
int thrust_minor = THRUST_MINOR_VERSION;
int cusp_major = CUSP_MAJOR_VERSION;
int cusp_minor = CUSP_MINOR_VERSION;
std::cout << "CUDA v" << cuda_major << "." << cuda_minor << std::endl;
std::cout << "Thrust v" << thrust_major << "." << thrust_minor << std::endl;
std::cout << "Cusp v" << cusp_major << "." << cusp_minor << std::endl;
// create an empty sparse matrix structure (HYB format)
cusp::hyb_matrix A;
// load a matrix stored in Matrix-Market format
cusp::io::read_matrix_market_file(A, "./testing/data/laplacian/5pt_10x10.mtx");
// allocate storage for solution (x) and right hand side (b)
cusp::array1d x(A.num_rows, 0);
cusp::array1d b(A.num_rows, 1);
// solve the linear system A * x = b with the conjugate gradient method
cusp::krylov::cg(A, x, b);
return 0;
}
```
CUSP is a header-only library. To compile this example clone both CUSP and [Nvidia/cccl](https://github.com/NVIDIA/cccl):
```shell
[email protected]:cusplibrary/cusplibrary.git
cd cusplibrary
git clone [email protected]:NVIDIA/cccl.git
nvcc -Icccl/thrust -Icccl/libcudacxx/include -Icccl/cub -I. example.cu -o example
```
### Stable Releases
CUSP releases are labeled using version identifiers having three fields:
| Date | Version | Date | Version |
| ---- | ------- | ---- | ------- |
| | | 03/13/2015 | [CUSP v0.5.0](https://github.com/cusplibrary/cusplibrary/archive/v0.5.0.zip) |
| | | 08/30/2013 | [CUSP v0.4.0](https://github.com/cusplibrary/cusplibrary/archive/v0.4.0.zip) |
| | | 03/08/2012 | [CUSP v0.3.1](https://github.com/cusplibrary/cusplibrary/archive/v0.3.1.zip) |
| | | 02/04/2012 | [CUSP v0.3.0](https://github.com/cusplibrary/cusplibrary/archive/v0.3.0.zip) |
| | | 05/30/2011 | [CUSP v0.2.0](https://github.com/cusplibrary/cusplibrary/archive/v0.2.0.zip) |
| 04/28/2015 | [CUSP v0.5.1](https://github.com/cusplibrary/cusplibrary/archive/v0.5.1.zip) | 07/10/2010 | [CUSP v0.1.0](https://github.com/cusplibrary/cusplibrary/archive/v0.1.0.zip) |
### Contributors
CUSP is developed as an open-source project by [NVIDIA Research](http://research.nvidia.com).
[Nathan Bell](http:github.com/wnbell) was the original creator and
[Steven Dalton](http://github.com/sdalton1) is the current primary contributor.
CUSP is available under the Apache v2.0 open source [LICENSE](./LICENSE)
### Citing
```shell
@MISC{Cusp,
author = "Steven Dalton and Nathan Bell and Luke Olson and Michael Garland",
title = "Cusp: Generic Parallel Algorithms for Sparse Matrix and Graph Computations",
year = "2014",
url = "http://cusplibrary.github.io/", note = "Version 0.5.0"
}
```