Insights Are There Libraries for AVX-512 Opmask Registers?

Click For Summary
The discussion centers around a new blog post by Greg Bernhardt on AVX-512 assembly programming, specifically focusing on opmask registers for conditional arithmetic. Participants express appreciation for the insights shared and inquire about libraries that utilize the AVX-512 instruction set for handling arbitrary length vectors. The response indicates a lack of known libraries currently leveraging this technology, as most efforts have been directed towards understanding its functionality. The AVX-512 instruction set includes several subsets, with some, like AVX-512VNNI, still unreleased and aimed at enhancing convolutional neural network algorithms. The conversation highlights the nascent stage of AVX-512 technology, likening its adoption to the slow integration of 32-bit processors in the past, suggesting that widespread use may take time due to its significant hardware requirements.
Messages
38,069
Reaction score
10,588
Greg Bernhardt submitted a new blog post

AVX-512 Assembly Programming: Opmask Registers for Conditional Arithmetic
AVX-512_registers.png


Continue reading the Original Blog Post.
 

Attachments

  • AVX-512_registers.png
    AVX-512_registers.png
    5.1 KB · Views: 708
  • Like
Likes Greg Bernhardt
Technology news on Phys.org
I'm learning a lot. Thanks for sharing.

Are there libraries that make use of this instruction set to handle arbitrary length vectors?
 
anorlunda said:
Are there libraries that make use of this instruction set to handle arbitrary length vectors?
Thanks for taking the time to have a look at my article! The conclusion of this article is in the pipeline, and should be published in a few days.

Regarding your question, not that I know of, but then I don't really know what products are using this technology. Most of my efforts have been spent in just figuring out how to use this stuff. The AVX-512 instruction set has about a dozen subsets, some of which are yet to be released. One of the yet-to-be-released subsets is AVX-512VNNI (vector neural network instructions), and is designed to accelerate convolutional neural network algorithms (https://en.wikichip.org/wiki/x86/avx512vnni).

As far as who else is using this technology, the AVX-512 stuff is pretty new, so, and makes some heavy hardware demands. I think the situation is a bit like when Intel and AMD came out with 32-bit processors in the mid-80s, but it took about 10 years for OSes to catch up.
 
Last edited by a moderator:
Learn If you want to write code for Python Machine learning, AI Statistics/data analysis Scientific research Web application servers Some microcontrollers JavaScript/Node JS/TypeScript Web sites Web application servers C# Games (Unity) Consumer applications (Windows) Business applications C++ Games (Unreal Engine) Operating systems, device drivers Microcontrollers/embedded systems Consumer applications (Linux) Some more tips: Do not learn C++ (or any other dialect of C) as a...

Similar threads

  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 10 ·
Replies
10
Views
2K
  • · Replies 5 ·
Replies
5
Views
4K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 25 ·
Replies
25
Views
4K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 46 ·
2
Replies
46
Views
5K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 67 ·
3
Replies
67
Views
8K