oneMKL
RandN
| oneMKL | RandN | |
|---|---|---|
| 2 | 2 | |
| 567 | 58 | |
| 1.6% | - | |
| 8.5 | 5.4 | |
| 3 days ago | 10 months ago | |
| C++ | C# | |
| Apache License 2.0 | MIT License |
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oneMKL
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Stable Diffusion on AMD RDNA™ 3 Architecture
I think there's already been work done to just use intel MKL on any device: https://github.com/oneapi-src/oneMKL
- Developing in heterogeneous environment with the best HPC libraries
RandN
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Multi-targeted library, with a recent Language Version
You can checkout my library RandN for an example of a package that targeting both C# 11, and old .NET versions - currently it targets .NET 7, .NET 6, .NET Core 3.1, .NET Standard 2.1, and .NET Standard 2.0 without any issues. Some workarounds are necessary that aren't in older runtimes (e.g. MaybeNullWhenAttribute), but overall it causes no issues.
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Why some function in Random class like Random.NextDouble() not static ?
I'm gonna plug RandN. I didn't make it, but I do use it a lot. It does have a built-in static (and thread-safe) RNG.
What are some alternatives?
oneDNN - oneAPI Deep Neural Network Library (oneDNN)
IsExternalInit - A source code only package which allows you to use C# 9's init and record features in older target frameworks like .NET Standard 2.0 or the "old" .NET Framework by providing a polyfill for the IsExternalInit class.
kokkos-kernels - Kokkos C++ Performance Portability Programming Ecosystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels
PolySharp - PolySharp provides generated, source-only polyfills for C# language features, to easily use all runtime-agnostic features downlevel. Add a reference, set your C# version to latest and have fun! 🚀
peakperf - Achieve peak performance on x86 CPUs and NVIDIA GPUs
nekRS - our next generation fast and scalable CFD code
ArrayFire - ArrayFire: a general purpose GPU library.
monolish - monolish: MONOlithic LInear equation Solvers for Highly-parallel architecture
LSQR-CUDA - This is a LSQR-CUDA implementation written by Lawrence Ayers under the supervision of Stefan Guthe of the GRIS institute at the Technische Universität Darmstadt. The LSQR library was authored Chris Paige and Michael Saunders.
Taskflow - A General-purpose Parallel and Heterogeneous Task Programming System
CuTeLib - CUDA Template Library provides simple, typesafe, performant constructs for C++ CUDA projects
dpnp - Data Parallel Extension for NumPy