From: Jan Wedekind <jan@wedesoft.de>
To: Nala Ginrut <nalaginrut@gmail.com>
Cc: Guile User <guile-user@gnu.org>
Subject: Re: AIscm array operations for Scheme
Date: Thu, 3 Aug 2017 08:23:10 +0100 (BST) [thread overview]
Message-ID: <alpine.DEB.2.20.1708030801390.8206@wedemob.home> (raw)
In-Reply-To: <CAPjoZoeMf77uDZXuGG3Y2V_whbyxOG4Bf6C0kmk8rKXc+aNmKQ@mail.gmail.com>
Thanks.
Currently neither. I have in mind to add some LAPACK bindings (singular
value decomposition, eigenvalue decomposition, least squares to begin
with). First full native floating point support needs to be implemented.
Here is an example of a matrix vector product:
(use-modules (aiscm sequence) (aiscm expression) (aiscm tensor))
(tensor i (sum k (* (get (arr (2 3) (5 7)) i k) (get (arr 11 13) k))))
$3 = #<sequence<int<8,unsigned>>>:
(87 124)
Floating point values currently fall back on Scheme objects:
(tensor i (sum k (* (get (arr (2 3) (5 7)) i k) (get (arr 1.1 1.3) k))))
$4 = #<sequence<obj>>:
(8.7 12.4)
Note that in this case the array loops are still JIT compiled. Addition
and multiplication are handled by JIT compiling callbacks into GNU Guile
(scm_plus, scm_product).
Regards
Jan
On Thu, 3 Aug 2017, Nala Ginrut wrote:
> Nice work!
> Do you use BLAS or MKL for vector operation?
>
>
> 2017年8月3日 04:16,"Jan Wedekind" <jan@wedesoft.de>写道:
>
>> Hi,
>> I have released a new version of AIscm [1]. A Guile extension for
>> numerical arrays and tensors. It now supports convolutions [2] and tensor
>> operations [3]. There are packages for different versions of Debian and
>> Ubuntu. Also thanks to Andrey Rahmatullin's sponsorship, the package is
>> part of Debian Testing [4].
>>
>> Regards
>> Jan
>>
>> [1] http://wedesoft.github.io/aiscm/
>> [2] http://wedesoft.github.io/aiscm/convolution.html
>> [3] http://wedesoft.github.io/aiscm/operation.html#tensor-operations
>> [4] https://tracker.debian.org/pkg/aiscm
>>
>>
>
next prev parent reply other threads:[~2017-08-03 7:23 UTC|newest]
Thread overview: 5+ messages / expand[flat|nested] mbox.gz Atom feed top
2017-08-02 20:15 AIscm array operations for Scheme Jan Wedekind
2017-08-03 1:48 ` Nala Ginrut
2017-08-03 7:23 ` Jan Wedekind [this message]
2017-08-03 14:53 ` Nala Ginrut
2017-08-03 21:03 ` Jan Wedekind
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