rsmpi
portable-simd
| rsmpi | portable-simd | |
|---|---|---|
| 4 | 19 | |
| 442 | 820 | |
| 2.9% | 2.4% | |
| 7.2 | 8.7 | |
| 12 days ago | 11 days ago | |
| Rust | Rust | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
rsmpi
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Why should academic researchers use Rust?
Perhaps MPI?
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In which circumstances is C++ better than Rust?
- OpenMPI https://github.com/rsmpi/rsmpi and if you look at dependency you will find mpi-sys (is a rust thing but it is the current FFI part) and if go and look for it https://crates.io/crates/mpi-sys/0.2.0/dependencies sure it have it, bindgen as a dependency
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possibility of blas natively in Rust
I mean there's rsmpi (https://github.com/rsmpi/rsmpi) for MPI which now has a few active maintainers such as one who also works on PETSc and a few other HPC libraries.
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I have written a blog post about my experience using Rust for scientific numerical applications
Haven't used it myself. But this seems well maintained and very usable. https://github.com/rsmpi/rsmpi
portable-simd
- Rust-lang/portable-SIMD: The testing ground for the future of portable SIMD
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Let's thank who have helped us in the Rust Community together!
Jubilee and Caleb Zulawski for their tireless work on the portable SIMD project. It will land, some day, and when it does it's going to be an amazing boon for the project.
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Mutually aligned vectors?
The portable SIMD project implements an as_simd() function for slices. The basics are that you get 3 slices and the middle one is a SIMD slice. It allows for fast aligned loads of the data, which could matter if your algorithm is becoming memory bound; it is also a convenient and safe abstraction. In my case, I actually have 2 vectors (say, x and y). I can take them apart using as_simd() like so:
- Code review: deinterlacing a RGBA colour buffer with std::simd
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Base64 Encoding Performance: Java vs Rust
Rust has generics and monomorphization. You can write the algorithm once and compile for multiple targets. rust-lang/portable-simd
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Zen4's AVX512 Teardown
This Rust issue [0] was the best short summary of what an SIMD Shuffle is I could find:
„A "shuffle", in SIMD terms, takes a SIMD vector (or possibly two vectors) and a pattern of source lane indexes (usually as an immediate), and then produces a new SIMD vector where the output is the source lane values in the pattern given.“
[0] https://github.com/rust-lang/portable-simd/issues/11
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possibility of blas natively in Rust
Yet by default it generates code which is only compatible with Pentium4 or newer. In fact lots of serious issues relate to older CPUs and rustc developers plan is to declare them closed when they would be able to drop i686 support (all AMD CPUs which support SSE2 support x86-64, too while Intel situation is mess).
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Best portable simd library for stable rust?
The standard API crate for portable simd is at https://github.com/rust-lang/portable-simd, but using this requires nightly, which I don't want to do. I'd like to use a crate for simd that works on both x86_64 and wasm in stable rust. wide looks fine for this purpose. Are there any potentially better choices?
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Any plans for built-in support of Vec2/Vec3/Vec4 in Rust?
See: https://github.com/rust-lang/portable-simd
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Hey Rustaceans! Got a question? Ask here! (28/2022)!
As for portable SIMD, there's relatively recent activity (last commit 20 days ago) on this repository: https://github.com/rust-lang/portable-simd
What are some alternatives?
libint - Libint: high-performance library for computing Gaussian integrals in quantum mechanics
fast_image_resize - Rust library for fast image resizing with using of SIMD instructions.
node_crunch - Allows to distribute computations across several nodes
rust-base64 - base64, in rust
Haskell-abinitio - contains a package in Haskell to calculate the electronic structure properties of molecules using the Hartree-Fock method
faster-hex - fast hex
openblas-src - Source of BLAS and LAPACK via OpenBLAS
config-rs - ⚙️ Layered configuration system for Rust applications (with strong support for 12-factor applications).
libcint - general GTO integrals for quantum chemistry
cargo-about - 📜 Cargo plugin to generate list of all licenses for a crate 🦀
intel-mkl-src - Redistribute Intel MKL as a crate
ulid-rs - This is a Rust implementation of the ulid project