From: Joshua Branson <jbranso@fastmail.com>
To: guix-devel@gnu.org
Subject: Re: Have GPGPU support in guix?
Date: Tue, 24 Apr 2018 19:29:29 -0400 [thread overview]
Message-ID: <ygfr2n4b2ue.fsf@fastmail.com> (raw)
In-Reply-To: <BLUPR16MB0500F427BBC042A228CD3C6692880@BLUPR16MB0500.namprd16.prod.outlook.com> (Fis Trivial's message of "Tue, 24 Apr 2018 23:22:25 +0000")
Fis Trivial <ybbs.daans@hotmail.com> writes:
> Hi Guixs, this is actually a feature wish.
>
> I tried to use guix to manage many of my softwares on my system, but
> some dependencies are missing which is blocking a full transition to
> Guix based system and development environment. Most notably is GPU
> computing support.
>
> My daily routine is doing machine learning, which requires GPU for
> computing nowadays. Currently I need to use CUDA from NVidia, as many of
> you might know, it's not free software, not even an open source
> software. However, it's the de fato toolchain in deep learning
> community, so basically it's a must have dependency for most of the
> related libraries if you want decent performance. Time passes and
> hardwork have been done, now we have some libraries ported to OpenCL or
> HIP (from AMD), it's not mature yet but I think we have a pretty good
> shot at working them out in near future.
Since this is a GNU endorsed distro, guixSD will never have an official
way to install or use CUDA. There might eventually be an unofficial way
to install it someday via a guile potlock (or is it the guild command).
But I wouldn't recommend using it. No one will seriously test it or
ensure that it works well.
>
> However, I wanted to manage all of these with guix so that we can have a
> unified dependency tree. Currently there are a few options for OpenCL
> runtime. Namely, beignet, neo from Intel, ROCm stack from AMD, the POCL
> project and the implementation in mesa.
This is probably doable.
>
> I tried to package beignet (an old OpenCL runtime from Intel) but it
> wasn't successful due to failed tests (it failed from recognizing
> device).
> https://github.com/trivialfis/guixpkgs/blob/master/opencl.scm
>
> To support GPU computing, we need a full stack of softwares, from kernel
> to user space libraries. When it comes to low level part I got have
> litte to no knowledge, so I am hoping someone here can provide some
> help/insight for having GPU computing libraries in Guix.
>
> Thanks.
next prev parent reply other threads:[~2018-04-24 23:27 UTC|newest]
Thread overview: 23+ messages / expand[flat|nested] mbox.gz Atom feed top
2018-04-24 23:22 Have GPGPU support in guix? Fis Trivial
2018-04-24 23:29 ` Joshua Branson [this message]
2018-04-24 23:32 ` Fis Trivial
2018-04-24 23:46 ` Joshua Branson
2018-04-25 12:41 ` Ludovic Courtès
2018-04-25 22:38 ` Fis Trivial
2018-04-26 12:46 ` Ludovic Courtès
2018-04-26 17:59 ` Fis Trivial
2018-04-29 17:07 ` Ludovic Courtès
2018-04-30 0:10 ` Fis Trivial
2018-04-30 4:51 ` Fis Trivial
2018-04-25 17:17 ` Ricardo Wurmus
2018-04-25 18:04 ` Tobias Platen
2018-04-25 22:25 ` Joshua Branson
2018-04-26 3:18 ` Pierre Neidhardt
2018-04-26 6:21 ` Jonathan Brielmaier
2018-04-26 6:34 ` Pierre Neidhardt
2018-04-26 8:04 ` Mark H Weaver
2018-04-26 8:36 ` Jonathan Brielmaier
2018-04-27 3:31 ` Chris Marusich
2018-04-30 18:00 ` Thompson, David
2018-04-25 22:51 ` Fis Trivial
2018-04-25 22:50 ` Fis Trivial
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