I am surprised this paper received so little attention. It dramatically reduces RAM requirements for very big while offering speed ups ~x500. A system used it in a with to get substantial time & memory savings.
arxiv.org/abs/2205.13080
Languages with / features should take note, as this is a serious contender to sparse matrix computations
mstdn.science/@ChristosArgyrop

#statistical #generalizedlinearmodels #computational #recommender #neuralnetwork #tensorflow #array #tensor #datascience #machinelearning

Last updated 1 year ago

Mr.Trunk · @mrtrunk
6 followers · 13978 posts · Server dromedary.seedoubleyou.me
Mr.Trunk · @mrtrunk
6 followers · 13763 posts · Server dromedary.seedoubleyou.me
Roberto Cecchetto · @robcekmusic
0 followers · 2 posts · Server mastodon.uno
Published papers at TMLR · @tmlrpub
551 followers · 545 posts · Server sigmoid.social

Structured Low-Rank Tensors for Generalized Linear Models

Batoul Ahmad Taki, Anand Sarwate, Waheed U. Bajwa

Action editor: Zhihui Zhu.

openreview.net/forum?id=qUxBs3

#tensors #tensor #glms

Last updated 1 year ago

Joshua Grochow · @joshuagrochow
532 followers · 555 posts · Server mathstodon.xyz

Events I'm excited for at the SEMF Interdisciplinary School this week ( event, free online registration):

-@ZapataCarratala@twitter.com on foundations of hypermatrix (aka ) theory
-Roundtable on industry-academia gap
-Intro type theory mini-series

semf.org.es/school2023/

#tensor #hybrid

Last updated 1 year ago

GoogleWatchBlog · @gwb
607 followers · 6918 posts · Server social.beachcom.org

- Pixel 7a: Google verbaut wohl einen leicht modifizierten Tensor-SoC – wird Hitzeentwicklung zum Problem? - googlewatchblog.de/2023/06/pix

#gwb #pixel7a #google #pixel7 #tensor

Last updated 1 year ago

ActuTech Reddit :mastodon: · @actutech
353 followers · 760 posts · Server piaille.fr
New Submissions to TMLR · @tmlrsub
179 followers · 555 posts · Server sigmoid.social

Consistent Collaborative Filtering via Tensor Decomposition

openreview.net/forum?id=HqIuAz

#recommendations #recommendation #tensor

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
179 followers · 551 posts · Server sigmoid.social

Invariant Feature Coding using Tensor Product Representation

openreview.net/forum?id=uv32JO

#representations #tensor #classifier

Last updated 1 year ago

Kevin Karhan :verified: · @kkarhan
1018 followers · 62613 posts · Server mstdn.social

@Moon if you need core performance or raw power, you'll basically only have since they are the sole manufacturer fir , & GPUs.

#grid #quadro #Tesla #PNY #cuda #tensor

Last updated 1 year ago

Mike Kasprzak 🦖 · @mike
1029 followers · 810 posts · Server jammer.social

2 + "Tensor Core" question: Is anyone actually seeing significant performance improvements with 16bit math on 3000 series NVidia GPU's?

My "benchmark" is some additional training of ResNet50 with the data from CIFAR10. Using AMP I see maybe a 10% improvement at best. 🤔

#pytorch #ml #ai #nvidia #cuda #tensor #rtx

Last updated 1 year ago

Joshua Grochow · @joshuagrochow
469 followers · 349 posts · Server mathstodon.xyz

And the recording of today's talks and discussion is now available!

youtube.com/watch?v=E8s9Daqy_2

#tensor #hypermatrix

Last updated 1 year ago

Mark Dunk · @unklar
446 followers · 2321 posts · Server mastodon.education
GrapheneOS · @GrapheneOS
4468 followers · 497 posts · Server grapheneos.social

Our next release includes a toggle for users to choose whether Google apps they install can directly use Pixel hardware accelerators. This controls direct access to Tensor TPU on both 6th/7th generation Pixels and also direct access to the GXP for Google Camera on 7th gen Pixels.

#grapheneos #tensor #tpu #gxp #pixel #googlecamera

Last updated 1 year ago

Andreas Dutzler · @adtzlr
2 followers · 7 posts · Server mathstodon.xyz

Ever wondered how to speed-up the evaluation of NumPy's einsum?

\[ C_{ail} = A_{aijkl}\ B_{bkl} \]

Just replace np.einsum by einsumt.einsumt.

github.com/mrkwjc/einsumt

#tensor #scientific #python

Last updated 1 year ago

GoogleWatchBlog · @gwb
542 followers · 7282 posts · Server social.beachcom.org

- Pixel-Smartphones: Zwei schwere Lücken, verzögerte Updates und kleinere Bugs – alle Infos im Überblick - googlewatchblog.de/2023/03/pix

#gwb #google #pixel6 #pixel7 #tensor #pixel

Last updated 1 year ago

GoogleWatchBlog · @gwb
541 followers · 7286 posts · Server social.beachcom.org

- Pixel-Smartphones: Google vermeldet schwere Tensor-Sicherheitslücke – Pixel 6 und Pixel 6 Pro noch ungefixt - googlewatchblog.de/2023/03/pix

#gwb #sicherheitslucke #google #pixel6 #pixel7 #tensor

Last updated 2 years ago

Scalable Analyses · @scalable
2 followers · 69 posts · Server fosstodon.org

PyTorch 2.0 has been released: pytorch.org/blog/pytorch-2.0-r
Most of the new features are considered to be in a beta or prototype version.

#pytorch #compiler #quantization #tensor #cuda #Graviton3

Last updated 2 years ago

Redhotcyber · @redhotcyber
401 followers · 587 posts · Server mastodon.bida.im

Un video killer su YouTube, costringe gli smartphone Google Pixel al riavvio

Gli utenti hanno scoperto che i dispositivi alimentati dai processori si riavviano quando tentano di guardare una clip del film in 4K .

Allo stesso tempo, altri utenti notano che dopo un riavvio, per qualche motivo, la comunicazione cellulare non funziona e per riattivarla sarĂ  necessario riavviare nuovamente il dispositivo, ma manualmente.

redhotcyber.com/post/un-video-

#pixel #google #tensor #alien #hdr #redhotcyber #informationsecurity #ethicalhacking #dataprotection #hacking #cybersecurity #cybercrime #CyberSecurityAwareness #cybersecuritytraining #CyberSecurityNews #privacy #infosecurity

Last updated 2 years ago