Chip Placement with Deep Reinforcement Learning (Paper Explained)

[@aleks1980]

Love how heavily you have been uploading, thank you for all the work, really great to learn from you.

[@roman6575]

In case, anybody is interested, wire routing congestion occurs on a system-on-chip when a lot of wires (or metal lines) are routed in a narrow space.

[@brunomartel4639]

what's wrong? some kind of interference in the flow? emf?

[@bentsherman]

@@brunomartel4639 yeah if two wires go in parallel with each other for enough distance they will interfere with each other, they call it crosstalk

[@mohammadjavadnouri2623]

Hi, does it have and code implementation or dataset? I could not find any in their source paper.

[@herp_derpingson]

Can you do a dedicated video on Graph Conv? So far I havent seen any consensus about the best way to do graph conv.

[@YannicKilcher]

probably because there is no consensus :D I might give it a try

[@UncoveredTruths]

the graph stuff is somewhere between a meme and cutting edge

[@cunningham.s_law]

You should make livestream where you try to reproduce paper.

[@sahiluppal3093]

We are entering the era of Fine tuning.

[@mamalamini3960]

Does anyone know if there are simulators for this chip placement anywhere ?

[@ribbonwing]

"How amazing!" *Laughs* "Yeah humanity is doomed..." XD

[@doublevgreen]

thanks for the explanation this is very interesting

[@sphereron]

Hey Yannic, could you cover Network Deconvolution? The paper seems like it's going to be a foundational method in a couple years replacing batch norm

[@YannicKilcher]

I have a hard time believing single papers that make claims like this. The problem isn't that ND might be better, but that it would have to be substantially better across the field for people to switch over

[@Johnathanaa7]

cranking these out

[@thirugnanamv9977]

Hi Yannic great. can you please explain more deep reinforcement learning papers on real world problems. Pleaaaseeeeeeee.

[@sitioprueba2855]

thanks for such great content!

[@bhuvaneshs.k638]

I wanted more information on converting netlist to graph representation (actual implementation procedure)

[@rohanmishra2415]

hello, I am new to this field can you help me with this query if you could clear it ?

[@yumendy6502]

Thank you!

[@pooglechen3251]

Can we get something similar for ... SimCity :)

[@YannicKilcher]

Nice idea 😁 cities would look amazing

[@wahabfiles6260]

Singularity would mean the computer even decide which components to use as well and not just arranging the "given" components. Its way far far from the singularity.