pykokkos
Performance portable parallel programming in Python. (by kokkos)
kokkos-python
Python bindings for data interoperability with Kokkos (View, DynRankView) (by kokkos)
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| pykokkos | kokkos-python | |
|---|---|---|
| 2 | 2 | |
| 87 | 24 | |
| - | - | |
| 9.4 | 3.8 | |
| 28 days ago | 3 months ago | |
| Python | C++ | |
| - | 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.
pykokkos
Posts with mentions or reviews of pykokkos.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-06-10.
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A new software
I see more and more Pythonic solvers due to JIT and similar techniques (Disclaimer: I don't use them to make solvers). This is an old diagram what you can use in your implementation. As I use Kokkos for two of my projects, I find attractive this new pykokkos thing. But there are specific libraries (dialects?) for numerics: like Taichi, Fenics and DOLFINx, etc.
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pykokkos-base available in PyPi (numpy and cupy array interoperability)
Making these bindings available was a critical step in the progress toward writing Kokkos in native Python via pykokkos, which is currently available for Linux + Python 3.8 + GCC 7.5 + CUDA 10.2 toolchains.
kokkos-python
Posts with mentions or reviews of kokkos-python.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-05-13.
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pykokkos-base available in PyPi (numpy and cupy array interoperability)
pykokkos-base provides the ability to pass Kokkos data structures (View, DynRankView -- which are similar to NumPy's ndarray) between Python and C++ and interoperability with NumPy and CuPy arrays.
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Is there a way to get the type from type_index?
example enum #2 example usage #2.1 example usage #2.2
What are some alternatives?
When comparing pykokkos and kokkos-python you can also consider the following projects:
kokkos - Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction
dolfinx - Next generation FEniCS problem solving environment
timemory - Modular C++ Toolkit for Performance Analysis and Logging. Profiling API and Tools for C, C++, CUDA, Fortran, and Python. The C++ template API is essentially a framework to creating tools: it is designed to provide a unifying interface for recording various performance measurements alongside data logging and interfaces to other tools.
taichi - Productive, portable, and performant GPU programming in Python.