dlprimitives
Deep Learning Primitives and Mini-Framework for OpenCL (by artyom-beilis)
pytorch-coriander
OpenCL build of pytorch - (in-progress, not useable) (by hughperkins)
| dlprimitives | pytorch-coriander | |
|---|---|---|
| 7 | 1 | |
| 156 | 14 | |
| - | - | |
| 3.8 | 0.0 | |
| 5 months ago | almost 7 years ago | |
| C++ | Python | |
| MIT License | 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.
dlprimitives
Posts with mentions or reviews of dlprimitives.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-31.
- Dlprimitives: Deep Learning Primitives and Mini-Framework for OpenCL
-
[P] OpenCL backend for PyTorch - progress works with mainstream pytorch
I'm working on PyTorch OpenCL backend based on dlprimitives core library. It exists for a while but until now it required building custom pytorch version.
-
[P] DLPrimitives - wondering about best development direction
BTW Performance numbers: https://github.com/artyom-beilis/dlprimitives/blob/master/docs/benchmarks/benchmarks-gtx1080.md (I just added below TF2 that is missing in docs)
-
[P] DLPrimitives - an OpenCL miro-framework and inference library
Full benchmarks can be found there: https://github.com/artyom-beilis/dlprimitives/blob/master/docs/summary.md
- [P] OpenCL Deep Learning Primitives Library
pytorch-coriander
Posts with mentions or reviews of pytorch-coriander.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-19.
What are some alternatives?
When comparing dlprimitives and pytorch-coriander you can also consider the following projects:
tensorflow-opencl - OpenCL support for TensorFlow
plaidml - PlaidML is a framework for making deep learning work everywhere.
AdaptiveCpp - Implementation of SYCL and C++ standard parallelism for CPUs and GPUs from all vendors: The independent, community-driven compiler for C++-based heterogeneous programming models. Lets applications adapt themselves to all the hardware in the system - even at runtime!
oneDNN - oneAPI Deep Neural Network Library (oneDNN)
pytorch_dlprim - DLPrimitives/OpenCL out of tree backend for pytorch
ParallelReductionsBenchmark - Thrust, CUB, TBB, AVX2, CUDA, OpenCL, OpenMP, SyCL - all it takes to sum a lot of numbers fast!
OpenCL-Guide - OpenCL Guide