View source for 18570915. GENERATING INTEGRATED CIRCUIT PLACEMENTS USING NEURAL NETWORKS (GOOGLE LLC)

=GENERATING INTEGRATED CIRCUIT PLACEMENTS USING NEURAL NETWORKS=


==Organization Name==

[[:Category:GOOGLE LLC|GOOGLE LLC]]


[[Category:GOOGLE LLC]]

==Inventor(s)==

[[:Category:Ebrahim Songhori of San Jose CA US|Ebrahim Songhori of San Jose CA US]][[Category:Ebrahim Songhori of San Jose CA US]]

[[:Category:Wenjie Jiang of Mountain View CA US|Wenjie Jiang of Mountain View CA US]][[Category:Wenjie Jiang of Mountain View CA US]]

[[:Category:Sergio Guadarrama Cotado of Berkeley CA US|Sergio Guadarrama Cotado of Berkeley CA US]][[Category:Sergio Guadarrama Cotado of Berkeley CA US]]

[[:Category:Young-Joon Lee of San Jose CA US|Young-Joon Lee of San Jose CA US]][[Category:Young-Joon Lee of San Jose CA US]]

[[:Category:Azalia Mirhoseini of Mountain View CA US|Azalia Mirhoseini of Mountain View CA US]][[Category:Azalia Mirhoseini of Mountain View CA US]]

[[:Category:Anna Darling Goldie of San Francisco CA US|Anna Darling Goldie of San Francisco CA US]][[Category:Anna Darling Goldie of San Francisco CA US]]

[[:Category:Roger David Carpenter of San Francisco CA US|Roger David Carpenter of San Francisco CA US]][[Category:Roger David Carpenter of San Francisco CA US]]

[[:Category:Yuting Yue of San Francisco CA US|Yuting Yue of San Francisco CA US]][[Category:Yuting Yue of San Francisco CA US]]

[[:Category:Kuang-Huei Lee of San Francisco CA US|Kuang-Huei Lee of San Francisco CA US]][[Category:Kuang-Huei Lee of San Francisco CA US]]

[[:Category:James Laudon of Madison WI US|James Laudon of Madison WI US]][[Category:James Laudon of Madison WI US]]

[[:Category:Toby James Boyd of Lewis Center OH US|Toby James Boyd of Lewis Center OH US]][[Category:Toby James Boyd of Lewis Center OH US]]

[[:Category:Quoc V. Le of Sunnyvale CA US|Quoc V. Le of Sunnyvale CA US]][[Category:Quoc V. Le of Sunnyvale CA US]]

==GENERATING INTEGRATED CIRCUIT PLACEMENTS USING NEURAL NETWORKS==


This abstract first appeared for US patent application 18570915 titled 'GENERATING INTEGRATED CIRCUIT PLACEMENTS USING NEURAL NETWORKS

==Original Abstract Submitted==

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a computer chip placement. One of the methods includes training, through reinforcement learning, a node placement neural network that is configured to, at each of a plurality of time steps, receive an input representation comprising data representing a current state of a placement of a netlist of nodes on a surface of an integrated circuit chip as of the time step and process the input representation to generate a score distribution over a plurality of positions on the surface of the integrated circuit chip.



[[Category:G06F30/392]]
[[Category:G06F30/27]]
[[Category:G06F30/394]]
[[Category:CPC_G06F30/392]]