node_crunch
Allows to distribute computations across several nodes (by willi-kappler)
StaticArrays.jl
Statically sized arrays for Julia (by JuliaArrays)
| node_crunch | StaticArrays.jl | |
|---|---|---|
| 15 | 6 | |
| 78 | 793 | |
| - | 1.3% | |
| 0.0 | 6.6 | |
| over 1 year ago | 8 days ago | |
| Rust | Julia | |
| MIT License | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
node_crunch
Posts with mentions or reviews of node_crunch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-05.
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Rust MPI -- Will there ever be a fully oxidized implementation?
I've written my own crate called node-crunch for distributed computing.
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Eclipse Zenoh: 0.7.0 release
This looks really nice! It has encryption and compression is planned for the next release. I've developed node_crunch, a crate for distributed computing and designed the protocols myself. I think that Zenoh could make my life a lot easier ;-) I'll definitely try it out!
- HyperQueue: ergonomic HPC task executor written in Rust
- Mandelbrot rendering with Rust
- possibility of blas natively in Rust
- An optimization story
- Rust and Scientific/High-Performance Computing
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[Feedback] Genetic Algorithm to Solve Sudoku Puzzles
You may be interested in darwin-rs, a crate for evolutionary algorithm that I'm working on. It uses multiple threads to speed things up, but I'm currently implementing node-crunch support, so that it can run on a cluster.
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Added Glasses and Soft Shadows to my Ray Tracer
Nice! I'm currently working on node_crunch a crate for distributed computing. I've modified an existing ray tracer to run on a cluster. If you're interested you can have a look at the code.
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What sort of mature, open-source libraries do you feel Rust should have but currently lacks?
I'm currently working on node_crunch.
StaticArrays.jl
Posts with mentions or reviews of StaticArrays.jl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-21.
- How to efficiently get the i-th element of every matrix in an array?
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Error With StaticArrays Module & Symbolics.jl
Performance is already 100 times faster than Sympy, but I was running into slowdowns computing the adjugate of the matrices I'm working with. I turned to the StaticArrays.jl module, which did speed up performance, but threw an error at me when the matrix in question went from a 4x4 to a 5x5. Here is the code used to generate the matrices:
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An optimization story
I know this is the Rust subreddit, but I have to ask if you considered Julia? It seems purpose-built for what you're trying to do. It has built-in multidimensional arrays which are significantly more ergonomic to use than either Python or Rust, and because of the way the type system works there are tons of specialized array types you can use with optimized operations (and writing your own is quite easy). In particular you might be interested in StaticArrays.jl which if your arrays have a known, small size at compile-time can give a massive speedup by essentially automatically doing many of the optimizations you did by hand. They show a 25x speedup on eigendecompositions for a 3x3 matrix on their microbenchmark.
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Easy things to implement to optimize code?
Use StaticArrays.jl instead of the built-in Array whenever you need some statically sized array/matrix.
- From Julia to Rust
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Is there a reason type constraints can't be applied to value-types?
If you want to lift your value into the type domain, you may be able to use value-types, like Val(2). If you are interested in seeing how to use value-type parameters efficiently, https://github.com/JuliaArrays/StaticArrays.jl does that to great effect.
What are some alternatives?
When comparing node_crunch and StaticArrays.jl you can also consider the following projects:
libint - Libint: high-performance library for computing Gaussian integrals in quantum mechanics
MacroTools.jl - MacroTools provides a library of tools for working with Julia code and expressions.
constellation - Constellation is the first Confidential Kubernetes. Constellation shields entire Kubernetes clusters from the (cloud) infrastructure using confidential computing.
glow - Compiler for Neural Network hardware accelerators
rust-in-hpc
Catlab.jl - A framework for applied category theory in the Julia language