Mirhoseini, Azalia https://orcid.org/0000-0002-2440-0944
Goldie, Anna https://orcid.org/0000-0002-4887-6293
Yazgan, Mustafa
Jiang, Joe Wenjie
Songhori, Ebrahim
Wang, Shen
Lee, Young-Joon
Johnson, Eric
Pathak, Omkar
Nova, Azade
Pak, Jiwoo
Tong, Andy
Srinivasa, Kavya
Hang, William
Tuncer, Emre
Le, Quoc V.
Laudon, James https://orcid.org/0000-0003-1061-1780
Ho, Richard
Carpenter, Roger
Dean, Jeff
Article History
Received: 3 November 2020
Accepted: 13 April 2021
First Online: 9 June 2021
Change Date: 26 October 2021
Change Type: Update
Change Details: The editors of Nature have been informed that the code behind this paper is currently unavailable. The authors are currently working to migrate the code to an open-source platform, and we will update the paper with access instructions once this process is completed.
Change Date: 1 April 2022
Change Type: Update
Change Details: The earlier issue of code availability has now been resolved and a correction notice was published on 31 March 2022 with the link to the GitHub repository.
Change Date: 22 April 2022
Change Type: Update
Change Details: The Peer Review File for this article was included as a Supplementary Information file.
Change Date: 20 September 2023
Change Type: Update
Change Details: Editor’s Note: Readers are alerted that the performance claims in this article have been called into question. The Editors are investigating these concerns, and, if appropriate, editorial action will be taken once this investigation is complete.
Change Date: 31 March 2022
Change Type: Correction
Change Details: A Correction to this paper has been published:
Change Details: https://doi.org/10.1038/s41586-022-04657-6
Competing interests
: The following US patents are related to this work: ‘Generating integrated circuit floorplans using neural networks’ (granted as US10699043) and ‘Domain adaptive reinforcement learning approach to macro placement’ (filed).