#differential-equations #high-order #partial #interface #discretization #exascale #ceed

libceed

High-level interface for libCEED - the efficient high-order discretization library developed by the ECP co-design center CEED

4 releases (breaking)

0.12.0 Nov 1, 2023
0.11.0 Dec 24, 2022
0.9.0 Jul 7, 2021
0.8.0 May 28, 2021

#108 in Science

BSD-2-Clause

2MB
30K SLoC

C 17K SLoC // 0.3% comments C++ 10K SLoC // 0.2% comments Rust 2.5K SLoC // 0.1% comments CUDA 134 SLoC // 0.3% comments

libceed: efficient, extensible discretization

GitHub Actions Documentation

This crate provides an interface to libCEED, which is a performance-portable library for extensible element-based discretization for partial differential equations and related computational problems. The formulation is algebraic and intended to be lightweight and easy to incorporate in higher level abstractions. See the libCEED user manual for details on interface concepts and extensive examples.

libCEED operator decomposition

Usage

To call libCEED from a Rust package, the following Cargo.toml can be used.

[dependencies]
libceed = "0.12.0"

For a development version of the libCEED Rust bindings, use the following Cargo.toml.

[dependencies]
libceed = { git = "https://github.com/CEED/libCEED", branch = "main" }
extern crate libceed;

fn main() -> libceed::Result<()> {
    let ceed = libceed::Ceed::init("/cpu/self/ref");
    let xc = ceed.vector_from_slice(&[0., 0.5, 1.0])?;
    let xs = xc.view()?;
    assert_eq!(xs[..], [0., 0.5, 1.0]);
    Ok(())
}

This crate provides modules for each object, but they are usually created from the Ceed object as with the vector above. The resource string passed to Ceed::init is used to identify the "backend", which includes algorithmic strategies and hardware such as NVIDIA and AMD GPUs. See the libCEED documentation for more information on available backends.

Examples

Examples of libCEED can be found in the libCEED repository under the examples/rust directory.

Documentation

This crate uses katexit to render equations in the documentation. To build the documentation locally with katexit enabled, use

cargo doc --features=katexit

License: BSD-2-Clause

Contributing

The libceed crate is developed within the libCEED repository. See the contributing guidelines for details.

Dependencies

~1.3–3.5MB
~72K SLoC