OpenCL-Guide
oneDNN
| OpenCL-Guide | oneDNN | |
|---|---|---|
| 1 | 5 | |
| 11 | 3,471 | |
| - | 2.0% | |
| 0.0 | 10.0 | |
| over 2 years ago | about 6 hours ago | |
| C++ | C++ | |
| - | Apache License 2.0 |
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.
OpenCL-Guide
oneDNN
-
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...
-
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
-
Intel oneDNN 2.5 released with experimental RISC-V support
From the release note of oneDNN v2.5:
-
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
What are some alternatives?
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!
oneMKL - oneAPI Math Kernel Library (oneMKL) Interfaces
opencl-intercept-layer - Intercept Layer for Debugging and Analyzing OpenCL Applications
CTranslate2 - Fast inference engine for Transformer models
dlprimitives - Deep Learning Primitives and Mini-Framework for OpenCL
oneDPL - oneAPI DPC++ Library (oneDPL) https://software.intel.com/content/www/us/en/develop/tools/oneapi/components/dpc-library.html
ArrayFire - ArrayFire: a general purpose GPU library.
highway - Highway - A Modern Javascript Transitions Manager
compute-runtime - Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver
asmjit - Low-latency machine code generation
librealsense - Intel® RealSense™ SDK
Reloaded-II - Next Generation Universal .NET Core Powered Mod Loader compatible with anything X86, X64.