The Computational Limits of Deep Learning · HackerPapers discussions

The Computational Limits of Deep Learning · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2007.05558/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTThe Computational Limits of Deep Learning — mentioned by Pandabobhttps://news.ycombinator.com/item?id=24279601urn:hackerpapers:mention:2007.05558:24279601Wed, 26 Aug 2020 06:01:39 GMT<p>Here's a random collection of thoughts that I have about the progress of Artificial Intelligence (AI): Machine learning (ML) and Deep Learning (DL) in particular benefit from fast computer chips. The most impressive gains in AI in the 2010s (Computer Vision & Natural Language Processing) were made thanks to DL. There's a famous post by AI researcher Rich Sutton, which summarises this fairly neatly [1]. Now, this connection between DL and fast chips would tie the progress of AI pretty tightly to the progress of Moore's Law [2]. There's some compelling evidence that Moore's Law is at least…</p><p><a href="https://hackerpaper.kaipfister.de/p/2007.05558/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.LGThe Computational Limits of Deep Learning — HN submissionhttps://news.ycombinator.com/item?id=24192117urn:hackerpapers:submission:2007.05558:24192117Mon, 17 Aug 2020 21:07:54 GMT<p>The Computational Limits of Deep Learning</p><p></p><p>168 points; 73 discussion replies on HN. <a href="https://hackerpaper.kaipfister.de/p/2007.05558/">Paper and source history</a>. A submission is not an endorsement.</p>cs.LGThe Computational Limits of Deep Learning — HN submissionhttps://news.ycombinator.com/item?id=23911079urn:hackerpapers:submission:2007.05558:23911079Tue, 21 Jul 2020 21:15:14 GMT<p>The Computational Limits of Deep Learning</p><p></p><p>1 point; 0 discussion replies on HN. <a href="https://hackerpaper.kaipfister.de/p/2007.05558/">Paper and source history</a>. A submission is not an endorsement.</p>cs.LGThe Computational Limits of Deep Learning — HN submissionhttps://news.ycombinator.com/item?id=23894242urn:hackerpapers:submission:2007.05558:23894242Mon, 20 Jul 2020 02:48:16 GMT<p>The Computational Limits of Deep Learning</p><p></p><p>1 point; 0 discussion replies on HN. <a href="https://hackerpaper.kaipfister.de/p/2007.05558/">Paper and source history</a>. A submission is not an endorsement.</p>cs.LGThe Computational Limits of Deep Learning — HN submissionhttps://news.ycombinator.com/item?id=23885504urn:hackerpapers:submission:2007.05558:23885504Sat, 18 Jul 2020 22:52:29 GMT<p>The Computational Limits of Deep Learning</p><p></p><p>2 points; 0 discussion replies on HN. <a href="https://hackerpaper.kaipfister.de/p/2007.05558/">Paper and source history</a>. A submission is not an endorsement.</p>cs.LGThe Computational Limits of Deep Learning — HN submissionhttps://news.ycombinator.com/item?id=23881092urn:hackerpapers:submission:2007.05558:23881092Sat, 18 Jul 2020 12:53:06 GMT<p>The Computational Limits of Deep Learning</p><p></p><p>4 points; 0 discussion replies on HN. <a href="https://hackerpaper.kaipfister.de/p/2007.05558/">Paper and source history</a>. A submission is not an endorsement.</p>cs.LGThe Computational Limits of Deep Learning — HN submissionhttps://news.ycombinator.com/item?id=23875418urn:hackerpapers:submission:2007.05558:23875418Fri, 17 Jul 2020 20:53:51 GMT<p>The Computational Limits of Deep Learning</p><p></p><p>16 points; 0 discussion replies on HN. <a href="https://hackerpaper.kaipfister.de/p/2007.05558/">Paper and source history</a>. A submission is not an endorsement.</p>cs.LG