oneDNN VS eigen

Compare oneDNN vs eigen and see what are their differences.

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oneDNN eigen
5 19
3,461 -
1.7% -
10.0 -
7 days ago -
C++
Apache License 2.0 -
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.

oneDNN

Posts with mentions or reviews of oneDNN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-17.
  • Blaze: A High Performance C++ Math library
    7 projects | news.ycombinator.com | 17 Apr 2024
    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...

  • Arc & Deep Learning Frameworks
    1 project | /r/intel | 6 Oct 2022
    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
    9 projects | news.ycombinator.com | 22 Jan 2022
  • Intel oneDNN 2.5 released with experimental RISC-V support
    2 projects | /r/RISCV | 9 Dec 2021
    From the release note of oneDNN v2.5:
  • Is gpu hardware tied to cpu ISA ?
    1 project | /r/hardware | 11 Jan 2021
    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

eigen

Posts with mentions or reviews of eigen. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-17.

What are some alternatives?

When comparing oneDNN and eigen you can also consider the following projects:

oneMKL - oneAPI Math Kernel Library (oneMKL) Interfaces

NumCpp - C++ implementation of the Python Numpy library

CTranslate2 - Fast inference engine for Transformer models

mathfu - C++ math library developed primarily for games focused on simplicity and efficiency.

oneDPL - oneAPI DPC++ Library (oneDPL) https://software.intel.com/content/www/us/en/develop/tools/oneapi/components/dpc-library.html

embree-aarch64 - AARCH64 port of Embree ray tracing library

highway - Highway - A Modern Javascript Transitions Manager

parallel-hashmap - A family of header-only, very fast and memory-friendly hashmap and btree containers.

asmjit - Low-latency machine code generation

colmap - COLMAP - Structure-from-Motion and Multi-View Stereo

librealsense - Intel® RealSense™ SDK

CppRobotics - Header-only C++ library for robotics, control, and path planning algorithms. Work in progress, contributions are welcome!