A64FX VS PurefunctionPipelineDataflow

Compare A64FX vs PurefunctionPipelineDataflow and see what are their differences.

PurefunctionPipelineDataflow

My Blog: The Math-based Grand Unified Programming Theory: The Pure Function Pipeline Data Flow with principle-based Warehouse/Workshop Model (by linpengcheng)
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A64FX PurefunctionPipelineDataflow
7 172
435 439
0.5% -
2.8 7.4
6 months ago 17 days ago
- -
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.

A64FX

Posts with mentions or reviews of A64FX. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-21.
  • How about HPC on ARM?
    1 project | /r/HPC | 18 Dec 2022
    This is their main repo https://github.com/fujitsu/A64FX
  • AMD-Powered Frontier Supercomputer Breaks the Exascale Barrier, Now Fastest in the World
    1 project | /r/hardware | 31 May 2022
    You should check the architecture manual https://github.com/fujitsu/A64FX/blob/master/doc/A64FX_Microarchitecture_Manual_en_1.0.pdf
  • How many x86 instructions are there?
    3 projects | news.ycombinator.com | 21 Apr 2021
    > I'm somewhat curmudgeonly w.r.t. SVE, insisting that while the sole system in existence is a HPC machine from Fujitsu, that for practical purposes it doesn't really exist and isn't worth learning. I will likely revise this opinion when ARM vendors decide to ship something (likely soon, by most roadmaps).

    Fair enough. I have high hopes for SVE, though. The first-faulting memory ops and predicate bisection features look like a vectorization godsend.

    > There's only so much space in my brain.

    I'm still going to attempt a nerd-sniping with the published architecture manual. Fujitsu includes a detailed pipeline description including instruction latencies. Granted its just one part, and its an HPC-focused part at that. But its not every day that this level of detail gets published in the ARM world.

    https://github.com/fujitsu/A64FX/tree/master/doc

    > I was irate to discover that you can't do logic ops on 8b/16b lanes with masking; as usual the 32b/64b mafia strike again.

    SVE is blessedly uniform in this regard.

    > It would be nice if the explicit mask operations were cheaper. Unfortunately, they crowd out SIMD operations.

    This goes both ways, though. A64FX has two vector execution pipelines and one dedicated predicate execution pipeline. Since the vector pipelines cannot execute predicate ops, I expect it is not difficult to construct cases where code gets starved for predicate execution resources.

  • “Is Parallel Programming Hard, and, If So, What Can You Do About It?” v2 Is Out
    3 projects | news.ycombinator.com | 23 Mar 2021
    The A64fx also has hardware synchronization barriers to synchronize cores, which is a pretty GPU-like thing (at least it is very common on GPUs, and rare on CPUs).

    https://github.com/fujitsu/A64FX/blob/master/doc/A64FX_Speci...

  • Fujitsu A64FX Microarchitecture Manual [pdf]
    1 project | /r/patient_hackernews | 17 Jan 2021
    1 project | /r/hackernews | 17 Jan 2021
    1 project | news.ycombinator.com | 16 Jan 2021

PurefunctionPipelineDataflow

Posts with mentions or reviews of PurefunctionPipelineDataflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-08.

What are some alternatives?

When comparing A64FX and PurefunctionPipelineDataflow you can also consider the following projects:

concurrencpp - Modern concurrency for C++. Tasks, executors, timers and C++20 coroutines to rule them all

gophernotes - The Go kernel for Jupyter notebooks and nteract.

verona - Research programming language for concurrent ownership

clojurust - A proof of concept version of Clojure in Rust.

refterm - Reference monospace terminal renderer

BetterDummy - Unlock your displays on your Mac! Smooth scaling, HiDPI unlock, XDR/HDR extra brightness upscale, DDC, brightness and dimming, dummy displays, PIP and lots more! [Moved to: https://github.com/waydabber/BetterDisplay]

chromium - The official GitHub mirror of the Chromium source

rss-proxy - RSS-proxy allows you to do create an RSS or ATOM feed of almost any website, just by analyzing just the static HTML structure.

fa - Lin Pengcheng Financial Analyser Homepage (林鹏程财务分析软件)

Lark - Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.

penpot - Penpot: The open-source design tool for design and code collaboration

clasp - clasp Common Lisp environment