The article doesn't really tell us much about the "why" unfortunately. Diophantine equations are introduced but all the interesting stuff is promised in future articles which haven't come yet. All the reader can take from this is that these equations lead to some "profound hidden structures" without a good idea what they are. I get that it's hard to wrap one's head around the Langlands program but I'd love to see at…
Don’t think that has anything to do with langlands..? Euclidean algorithm is literally just an explicit algorithm for prime factorisation
Why study Diophantine equations?
31–38 of 38 posts
Re: Why study Diophantine equations?
#32One context in which diophantine equations arise is hidden within the innards of loop optimizing compilers, where loop carried dependencies are considered, as they constrain parallelization. I had (and donated to an engineering library in Urbana) a book about just this from the early 90s. I tried finding it on Amazon but no such luck. This was a recurrent tool at https://en.wikipedia.org/wiki/University_of_Illinois_C…
Hn upvotes the weirdest things. You're talking about polyhedral analysis which emphatically does not work on diophantine forms http://polyhedral.info/
Few days ago there was this account claiming there's no rotation matrices to be seen in any ML algorithms.
EDIT: oh it's the same guy. LoL.
Re: Why study Diophantine equations?
#33Earlier quoted context omitted.
Hn upvotes the weirdest things. You're talking about polyhedral analysis which emphatically does not work on diophantine forms http://polyhedral.info/
What's with this phenomenon of new accounts that confidently make authoritative false claims in things that they have no competence in. Few days ago there was this account claiming there's no rotation matrices to be seen in any ML algorithms. EDIT: oh it's the same guy. LoL.
This is a new account?
> no competence in.
I have a PhD in ML compilers (one of my papers is cited on the site I linked) and as I mentioned in the previous "discussion" I currently work in FAANG as an ML compiler engineer.
But thanks for playing :)
Re: Why study Diophantine equations?
#34Earlier quoted context omitted.
What's with this phenomenon of new accounts that confidently make authoritative false claims in things that they have no competence in. Few days ago there was this account claiming there's no rotation matrices to be seen in any ML algorithms. EDIT: oh it's the same guy. LoL.
> March 9, 2023 This is a new account? > no competence in. I have a PhD in ML compilers (one of my papers is cited on the site I linked) and as I mentioned in the previous "discussion" I currently work in FAANG as an ML compiler engineer. But thanks for playing :)
I am reminded of https://news.ycombinator.com/user?id=almostgotcaught
Won't be surprised if it's the same person.
FAANG are now in the midst of a hype cycle. So that place of employment signal is pretty noisy now, especially if employed in the hyped field.
Coming back to the point, Polyhedral models for loop analysis and Diophantine equation based address aliasing analysis are quite different techniques.
Re: Why study Diophantine equations?
#35Earlier quoted context omitted.
> March 9, 2023 This is a new account? > no competence in. I have a PhD in ML compilers (one of my papers is cited on the site I linked) and as I mentioned in the previous "discussion" I currently work in FAANG as an ML compiler engineer. But thanks for playing :)
That was my guess anyhow. A common affliction among newly minted PhDs. They usually out grow it. I am reminded of https://news.ycombinator.com/user?id=almostgotcaught Won't be surprised if it's the same person. FAANG are now in the midst of a hype cycle. So that place of employment signal is pretty noisy now, especially if employed in the hyped field. Coming back to the point, Polyhedral models for loop analysis and…
Re: Why study Diophantine equations?
#36Earlier quoted context omitted.
What's with this phenomenon of new accounts that confidently make authoritative false claims in things that they have no competence in. Few days ago there was this account claiming there's no rotation matrices to be seen in any ML algorithms. EDIT: oh it's the same guy. LoL.
> March 9, 2023 This is a new account? > no competence in. I have a PhD in ML compilers (one of my papers is cited on the site I linked) and as I mentioned in the previous "discussion" I currently work in FAANG as an ML compiler engineer. But thanks for playing :)
You should know a serious fraction of folks commenting on these threads have resumes like you're bragging about.
Re: Why study Diophantine equations?
#37Earlier quoted context omitted.
> March 9, 2023 This is a new account? > no competence in. I have a PhD in ML compilers (one of my papers is cited on the site I linked) and as I mentioned in the previous "discussion" I currently work in FAANG as an ML compiler engineer. But thanks for playing :)
Is your thesis published and at a URL? Since I'm an old parallelizing compilers person, I'm curious what you did. (genuinely curious, not obnoxiously curious). You should know a serious fraction of folks commenting on these threads have resumes like you're bragging about.
yes but i'm not going to link it here in order to preserve my anonymity
> You should know a serious fraction of folks commenting on these threads
not because i'm not aware there aren't lots of people with PhDs in tech, but because generally the comments on hn are from outsider wannabes
Re: Why study Diophantine equations?
#38Earlier quoted context omitted.
Is your thesis published and at a URL? Since I'm an old parallelizing compilers person, I'm curious what you did. (genuinely curious, not obnoxiously curious). You should know a serious fraction of folks commenting on these threads have resumes like you're bragging about.
> Is your thesis published and at a URL yes but i'm not going to link it here in order to preserve my anonymity > You should know a serious fraction of folks commenting on these threads not because i'm not aware there aren't lots of people with PhDs in tech, but because generally the comments on hn are from outsider wannabes
anyway, fun stuff for folks like us otherwise still