oneDNN
xreg
Our great sponsors
| oneDNN | xreg | |
|---|---|---|
| 5 | 1 | |
| 3,446 | 82 | |
| 2.2% | - | |
| 10.0 | 0.0 | |
| 2 days ago | about 1 year ago | |
| C++ | C++ | |
| Apache License 2.0 | MIT License |
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.
oneDNN
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Blaze: A High Performance C++ Math library
If you are talking about non-small matrix multiplication in MKL, is now in opensource as a part of oneDNN. It literally has exactly the same code, as in MKL (you can see this by inspecting constants or doing high-precision benchmarks).
For small matmul there is libxsmm. It may take tremendous efforts make something faster than oneDNN and libxsmm, as jit-based approach of https://github.com/oneapi-src/oneDNN/blob/main/src/gpu/jit/g... is too flexible: if someone finds a better sequence, oneDNN can reuse it without major change of design.
But MKL is not limited to matmul, I understand it...
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Arc & Deep Learning Frameworks
For completeness, it looks like this question was posted to the oneDNN GitHub repo and the response was to stay tune for updates.
- Keeping POWER relevant in the open source world
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Intel oneDNN 2.5 released with experimental RISC-V support
From the release note of oneDNN v2.5:
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Is gpu hardware tied to cpu ISA ?
Intel are trying to support their oneAPI compute framework on Arm and IBM POWER and z/Architecture (s390x) but since they ever released only a single discrete GPU with the Xe architecture it's unclear whether they'll support Xe GPU compute on e.g. ARM https://github.com/oneapi-src/oneDNN
xreg
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CMake C++ build pipelines
All they provided is an example build script: https://github.com/rg2/xreg/blob/master/example_build_script
What are some alternatives?
oneMKL - oneAPI Math Kernel Library (oneMKL) Interfaces
ArrayFire - ArrayFire: a general purpose GPU library.
CTranslate2 - Fast inference engine for Transformer models
Open3D - Open3D: A Modern Library for 3D Data Processing
oneDPL - oneAPI DPC++ Library (oneDPL) https://software.intel.com/content/www/us/en/develop/tools/oneapi/components/dpc-library.html
ITK - Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
highway - Highway - A Modern Javascript Transitions Manager
textray - A Telnet server that allows a connected client to navigate a text-based ray-casted 3D landscape
asmjit - Low-latency machine code generation
winter - A high-performance functional programming language, designed to be embedded in C++ applications
librealsense - Intel® RealSense™ SDK
Boost.Compute - A C++ GPU Computing Library for OpenCL