dpctl
oneAPI-samples
dpctl | oneAPI-samples | |
---|---|---|
1 | 1 | |
96 | 855 | |
- | 4.1% | |
9.8 | 9.6 | |
5 days ago | 5 days ago | |
C++ | C++ | |
Apache License 2.0 | MIT License |
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dpctl
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Data Parallel Extensions for Python: near-native speed for scientific computing
Considering how poorly it seems to support cuda as a backend [0], I wouldn't hold my breath about non intel vendor support (amd cpu or gpu). As for less common gpus, there really is no good support in any library. If you ever want to go down a fun rabbit hole, try to use the gpu in a raspberry pi for something. You'll eventually find one guy who reverse engineered the drivers to make a compiler but that's it.
[0] https://github.com/IntelPython/dpctl/discussions/1124
oneAPI-samples
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For those interested in learning how to build a Language Identification solution using PyTorch, check out my article.
Link to code sample: https://github.com/oneapi-src/oneAPI-samples/tree/master/AI-and-Analytics/End-to-end-Workloads/LanguageIdentification
What are some alternatives?
dpbench - Benchmark suite to evaluate Data Parallel Extensions for Python
dockerdl - Deep Learning Docker Image
ParallelReductionsBenchmark - Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!
ai-typescript-check - REST API for TypeScript linting and type/error checking, leveraging TypeScript TwoSlash for enhanced code analysis. Available as standalone API and even better as a ChatGPT plugin.
dpnp - Data Parallel Extension for NumPy
Open3D - Open3D: A Modern Library for 3D Data Processing
oneMKL - oneAPI Math Kernel Library (oneMKL) Interfaces
sagemaker-distribution - A set of Docker images that include popular frameworks for machine learning, data science and visualization.