arrayfire-python
pyopencl
arrayfire-python | pyopencl | |
---|---|---|
2 | 2 | |
413 | 1,029 | |
0.2% | - | |
2.4 | 8.1 | |
about 1 year ago | 11 days ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
arrayfire-python
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Doubts on pyopencl
You want an abstraction over OpenCL like ArrayFire
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How To Speed Up The Python Code?
GPU computing can be helpful too! https://github.com/arrayfire/arrayfire-python
pyopencl
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An example for OpenCL 3.0?
Please note that OpenCL consists of two parts: host API and a separate language which is used to write kernels (code which is going to be offloaded to devices). OpenCL specification describes host APIs as C-style APIs and that is what implementors has to provide. However, there are number of various libraries which provides bindings for other languages: - C++ - Python - Go - Rust
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Doubts on pyopencl
I thought the project could be dead, but then I looked into the latest commits to the repository, and it is certainly not dead as a project.
What are some alternatives?
futhark - :boom::computer::boom: A data-parallel functional programming language
PyCUDA - CUDA integration for Python, plus shiny features
cupy - NumPy & SciPy for GPU
python-performance - Repository for the book Fast Python - published by Manning
kernel_tuner - Kernel Tuner
inventory-hunter - ⚡️ Get notified as soon as your next CPU, GPU, or game console is in stock
cusim - Superfast CUDA implementation of Word2Vec and Latent Dirichlet Allocation (LDA)
plotoptix - Data visualisation and ray tracing in Python based on OptiX 7.7 framework.
ArrayFire - ArrayFire: a general purpose GPU library.
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.
arrayfire-rust - Rust wrapper for ArrayFire