grcuda
Polyglot CUDA integration for the GraalVM (by NVIDIA)
CudaPy
CudaPy is a runtime library that lets Python programmers access NVIDIA's CUDA parallel computation API. (by oulgen)
| grcuda | CudaPy | |
|---|---|---|
| 2 | 1 | |
| 217 | 4 | |
| 0.0% | - | |
| 0.0 | 0.0 | |
| 10 months ago | over 8 years ago | |
| Java | Haskell | |
| GNU General Public License v3.0 or later | MIT License |
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.
grcuda
Posts with mentions or reviews of grcuda.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-04-16.
CudaPy
Posts with mentions or reviews of CudaPy.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-04-16.
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Unifying the CUDA Python Ecosystem
Closest thing to mind is Numba's cuda JIT compilation : https://numba.pydata.org/numba-doc/latest/cuda/index.html
Then you have Cupy : https://github.com/oulgen/CudaPy
But in my opinion, the most future proof solutions are higher level frameworks like Numpy, Jax and Tensorflow. TensorFlow can JIT compile Python functions to GPU (tf.function).
What are some alternatives?
When comparing grcuda and CudaPy you can also consider the following projects:
cudf - cuDF - GPU DataFrame Library
cunumeric - An Aspiring Drop-In Replacement for NumPy at Scale
CUDA.jl - CUDA programming in Julia.
wgpu-py - Next generation GPU API for Python
intel-graphics-compiler
amaranth - A modern hardware definition language and toolchain based on Python
compute-runtime - Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver
numba - NumPy aware dynamic Python compiler using LLVM