--- title: "Gemini 2.5: Pushing the Frontier with — Comanici 2025" description: "This technical report from Google's Gemini Team describes the Gemini 2.X generation: Gemini 2.5 Pro and 2.5 Flash, plus the earlier, cheaper Gemini 2.0…" authors: ["Gheorghe Comanici", "Eric Bieber", "Mike Schaekermann", "Ice Pasupat", "Noveen Sachdeva", "Inderjit Dhillon", "Marcel Blistein", "Ori Ram", "Dan Zhang", "Evan Rosen", "Luke Marris", "Sam Petulla", "Colin Gaffney", "Asaf Aharoni", "Nathan Lintz", "Tiago Cardal Pais", "Henrik Jacobsson", "Idan Szpektor", "Nan-Jiang Jiang", "Krishna Haridasan", "Ahmed Omran", "Nikunj Saunshi", "Dara Bahri", "Gaurav Mishra", "Eric Chu", "Toby Boyd", "Brad Hekman", "Aaron Parisi", "Chaoyi Zhang", "Kornraphop Kawintiranon", "Tania Bedrax-Weiss", "Oliver Wang", "Ya Xu", "Ollie Purkiss", "Uri Mendlovic", "Ilaï Deutel", "Nam Nguyen", "Adam Langley", "Flip Korn", "Lucia Rossazza", "Alexandre Ramé", "Sagar Waghmare", "Helen Miller", "Nathan Byrd", "Ashrith Sheshan", "Raia Hadsell", "Sangnie Bhardwaj", "Pawel Janus", "Tero Rissa", "Dan Horgan", "Alvin Abdagic", "Lior Belenki", "James Allingham", "Anima Singh", "Theo Guidroz", "Srivatsan Srinivasan", "Herman Schmit", "Kristen Chiafullo", "Andre Elisseeff", "Nilpa Jha", "Prateek Kolhar", "Leonard Berrada", "Frank Ding", "Xiance Si", "Shrestha Basu Mallick", "Franz Och", "Sofia Erell", "Eric Ni", "Tejasi Latkar", "Sherry Yang", "Petar Sirkovic", "Ziqiang Feng", "Robert Leland", "Rachel Hornung", "Gang Wu", "Charles Blundell", "Hamidreza Alvari", "Po-Sen Huang", "Cathy Yip", "Sanja Deur", "Li Liu", "Gabriela Surita", "Pablo Duque", "Dima Damen", "Johnson Jia", "Arthur Guez", "Markus Mircea", "Animesh Sinha", "Alberto Magni", "Paweł Stradomski", "Tal Marian", "Vlado Galić", "Wenhu Chen", "Hisham Husain", "Achintya Singhal", "Dominik Grewe", "François-Xavier Aubet", "Shuang Song", "Lorenzo Blanco", "Leland Rechis", "Lewis Ho", "Rich Munoz", "Kelvin Zheng", "Jessica Hamrick", "Kevin Mather", "Hagai Taitelbaum", "Eliza Rutherford", "Yun Lei", "Kuangyuan Chen", "Anand Shukla", "Erica Moreira", "Eric Doi", "Berivan Isik", "Nir Shabat", "Dominika Rogozińska", "Kashyap Kolipaka", "Jason Chang", "Eugen Vušak", "Srinivasan Venkatachary", "Shadi Noghabi", "Tarun Bharti", "Younghoon Jun", "Aleksandr Zaks", "Simon Green", "Jeshwanth Challagundla", "William Wong", "Muqthar Mohammad", "Dean Hirsch", "Yong Cheng", "Iftekhar Naim", "Lev Proleev", "Damien Vincent", "Aayush Singh", "Maxim Krikun", "Dilip Krishnan", "Zoubin Ghahramani", "Aviel Atias", "Rajeev Aggarwal", "Christo Kirov", "Dimitrios Vytiniotis", "Christy Koh", "Alexandra Chronopoulou", "Pawan Dogra", "Vlad-Doru Ion", "Gladys Tyen", "Jason Lee", "Felix Weissenberger", "Trevor Strohman", "Ashwin Balakrishna", "Jack Rae", "Marko Velic", "Raoul de Liedekerke", "Oded Elyada", "Wentao Yuan", "Canoee Liu", "Lior Shani", "Sergey Kishchenko", "Bea Alessio", "Yandong Li", "Richard Song", "Sam Kwei", "Orion Jankowski", "Aneesh Pappu", "Youhei Namiki", "Yenai Ma", "Nilesh Tripuraneni", "Colin Cherry", "Marissa Ikonomidis", "Yu-Cheng Ling", "Colin Ji", "Beka Westberg", "Auriel Wright", "Da Yu", "David Parkinson", "Swaroop Ramaswamy", "Jerome Connor", "Soheil Hassas Yeganeh", "Snchit Grover", "George Kenwright", "Lubo Litchev", "Chris Apps", "Alex Tomala", "Felix Halim", "Alex Castro-Ros", "Zefei Li", "Anudhyan Boral", "Pauline Sho", "Michal Yarom", "Eric Malmi", "David Klinghoffer", "Rebecca Lin", "Alan Ansell", "Pradeep Kumar S", "Shubin Zhao", "Siqi Zuo", "Adam Santoro", "Heng-Tze Cheng", "Solomon Demmessie", "Yuchi Liu", "Nicole Brichtova", "Allie Culp", "Nathaniel Braun", "Dan Graur", "Will Ng", "Nikhil Mehta", "Aaron Phillips", "Patrik Sundberg", "Varun Godbole", "Fangyu Liu", "Yash Katariya", "David Rim", "Mojtaba Seyedhosseini", "Sean Ammirati", "Jonas Valfridsson", "Mahan Malihi", "Timothy Knight", "Andeep Toor", "Thomas Lampe", "Abe Ittycheriah", "Lewis Chiang", "Chak Yeung", "Alexandre Fréchette", "Jinmeng Rao", "Huisheng Wang", "Himanshu Srivastava", "Richard Zhang", "Rocky Rhodes", "Ariel Brand", "Dean Weesner", "Ilya Figotin", "Felix Gimeno", "Rachana Fellinger", "Pierre Marcenac", "José Leal", "Eyal Marcus", "Victor Cotruta", "Rodrigo Cabrera", "Sheryl Luo", "Dan Garrette", "Vera Axelrod", "Sorin Baltateanu", "David Barker", "Dongkai Chen", "Horia Toma", "Ben Ingram", "Jason Riesa", "Chinmay Kulkarni", "Yujing Zhang", "Hongbin Liu", "Chao Wang", "Martin Polacek", "Will Wu", "Kai Hui", "Adrian N Reyes", "Yi Su", "Megan Barnes", "Ishaan Malhi", "Anfal Siddiqui", "Qixuan Feng", "Mihai Damaschin", "Daniele Pighin", "Andreas Steiner", "Samuel Yang", "Ramya Sree Boppana", "Simeon Ivanov", "Arun Kandoor", "Aditya Shah", "Asier Mujika", "Da Huang", "Christopher A. Choquette-Choo", "Mohak Patel", "Tianhe Yu", "Toni Creswell", "Jerry", "Liu", "Catarina Barros", "Yasaman Razeghi", "Aurko Roy", "Phil Culliton", "Binbin Xiong", "Jiaqi Pan", "Thomas Strohmann", "Tolly Powell", "Babi Seal", "Doug DeCarlo", "Pranav Shyam", "Kaan Katircioglu", "Xuezhi Wang", "Cassidy Hardin", "Immanuel Odisho", "Josef Broder", "Oscar Chang", "Arun Nair", "Artem Shtefan", "Maura O'Brien", "Manu Agarwal", "Sahitya Potluri", "Siddharth Goyal", "Amit Jhindal", "Saksham Thakur", "Yury Stuken", "James Lyon", "Kristina Toutanova", "Fangxiaoyu Feng", "Austin Wu", "Ben Horn", "Alek Wang", "Alex Cullum", "Gabe Taubman", "Disha Shrivastava", "Chongyang Shi", "Hamish Tomlinson", "Roma Patel", "Tao Tu", "Ada Maksutaj Oflazer", "Francesco Pongetti", "Mingyao Yang", "Adrien Ali Taïga", "Vincent Perot", "Nuo Wang Pierse", "Feng Han", "Yoel Drori", "Iñaki Iturrate", "Ayan Chakrabarti", "Legg Yeung", "Dave Dopson", "Yi-ting Chen", "Apoorv Kulshreshtha", "Tongfei Guo", "Philip Pham", "Tal Schuster", "Junquan Chen", "Alex Polozov", "Jinwei Xing", "Huanjie Zhou", "Praneeth Kacham", "Doron Kukliansky", "Antoine Miech", "Sergey Yaroshenko", "Ed Chi", "Sholto Douglas", "Hongliang Fei", "Mathieu Blondel", "Preethi Myla", "Lior Madmoni", "Xing Wu", "Daniel Keysers", "Kristian Kjems", "Isabela Albuquerque", "Lijun Yu", "Joel D'sa", "Michelle Plantan", "Vlad Ionescu", "Jaume Sanchez Elias", "Abhirut Gupta", "Manish Reddy Vuyyuru", "Fred Alcober", "Tong Zhou", "Kaiyang Ji", "Florian Hartmann", "Subha Puttagunta", "Hugo Song", "Ehsan Amid", "Anca Stefanoiu", "Andrew Lee", "Paul Pucciarelli", "Emma Wang", "Amit Raul", "Slav Petrov", "Isaac Tian", "Valentin Anklin", "Nana Nti", "Victor Gomes", "Max Schumacher", "Grace Vesom", "Alex Panagopoulos", "Konstantinos Bousmalis", "Daniel Andor", "Josh Jacob", "Yuan Zhang", "Bill Rosgen", "Matija Kecman", "Matthew Tung", "Alexandra Belias", "Noah Goodman", "Paul Covington", "Brian Wieder", "Nikita Saxena", "Elnaz Davoodi", "Muhuan Huang", "Sharath Maddineni", "Vincent Roulet", "Folawiyo Campbell-Ajala", "Pier Giuseppe Sessa", "Xintian", "Wu", "Guangda Lai", "Paul Collins", "Alex Haig", "Vytenis Sakenas", "Xiaowei Xu", "Marissa Giustina", "Laurent El Shafey", "Pichi Charoenpanit", "Shefali Garg", "Joshua Ainslie", "Boone Severson", "Montse Gonzalez Arenas", "Shreya Pathak", "Sujee Rajayogam", "Jie Feng", "Michiel Bakker", "Sheng Li", "Nevan Wichers", "Jamie Rogers", "Xinyang Geng", "Yeqing Li", "Rolf Jagerman", "Chao Jia", "Nadav Olmert", "David Sharon", "Matthew Mauger", "Sandeep Mariserla", "Hongxu Ma", "Megha Mohabey", "Kyuyeun Kim", "Alek Andreev", "Scott Pollom", "Juliette Love", "Vihan Jain", "Priyanka Agrawal", "Yannick Schroecker", "Alisa Fortin", "Manfred Warmuth", "Ji Liu", "Andrew Leach", "Irina Blok", "Ganesh Poomal Girirajan", "Roee Aharoni", "Benigno Uria", "Andrei Sozanschi", "Dan Goldberg", "Lucian Ionita", "Marco Tulio Ribeiro", "Martin Zlocha", "Vighnesh Birodkar", "Sami Lachgar", "Liangzhe Yuan", "Himadri Choudhury", "Matt Ginsberg", "Fei Zheng", "Gregory Dibb", "Emily Graves", "Swachhand Lokhande", "Gabriel Rasskin", "George-Cristian Muraru", "Corbin Quick", "Sandeep Tata", "Pierre Sermanet", "Aditya Chawla", "Itay Karo", "Yan Wang", "Susan Zhang", "Orgad Keller", "Anca Dragan", "Guolong Su", "Ian Chou", "Xi Liu", "Yiqing Tao", "Shruthi Prabhakara", "Marc Wilson", "Ruibo Liu", "Shibo Wang", "Georgie Evans", "David Du", "Alfonso Castaño", "Gautam Prasad", "Mona El Mahdy", "Sebastian Gerlach", "Machel Reid", "Jarrod Kahn", "Amir Zait", "Thanumalayan Sankaranarayana Pillai", "Thatcher Ulrich", "Guanyu Wang", "Jan Wassenberg", "Efrat Farkash", "Kiran Yalasangi", "Congchao Wang", "Maria Bauza", "Simon Bucher", "Ting Liu", "Jun Yan", "Gary Leung", "Vikas Sindhwani", "Parker Barnes", "Avi Singh", "Ivan Jurin", "Jichuan Chang", "Niket Kumar Bhumihar", "Sivan Eiger", "Gui Citovsky", "Ben Withbroe", "Zhang Li", "Siyang Xue", "Niccolò Dal Santo", "Georgi Stoyanov", "Yves Raimond", "Steven Zheng", "Yilin Gao", "Vít Listík", "Sławek Kwasiborski", "Rachel Saputro", "Adnan Ozturel", "Ganesh Mallya", "Kushal Majmundar", "Ross West", "Paul Caron", "Jinliang Wei", "Lluis Castrejon", "Sharad Vikram", "Deepak Ramachandran", "Nikhil Dhawan", "Jiho Park", "Sara Smoot", "George van den Driessche", "Yochai Blau", "Chase Malik", "Wei Liang", "Roy Hirsch", "Cicero Nogueira dos Santos", "Eugene Weinstein", "Aäron van den Oord", "Sid Lall", "Nicholas FitzGerald", "Zixuan Jiang", "Xuan Yang", "Dale Webster", "Ali Elqursh", "Aedan Pope", "Georges Rotival", "David Raposo", "Wanzheng Zhu", "Jeff Dean", "Sami Alabed", "Dustin Tran", "Arushi Gupta", "Zach Gleicher", "Jessica Austin", "Edouard Rosseel", "Megh Umekar", "Dipanjan Das", "Yinghao Sun", "Kai Chen", "Karolis Misiunas", "Xiang Zhou", "Yixian Di", "Alyssa Loo", "Josh Newlan", "Bo Li", "Vinay Ramasesh", "Ying Xu", "Alex Chen", "Sudeep Gandhe", "Radu Soricut", "Nikita Gupta", "Shuguang Hu", "Seliem El-Sayed", "Xavier Garcia", "Idan Brusilovsky", "Pu-Chin Chen", "Andrew Bolt", "Lu Huang", "Alex Gurney", "Zhiying Zhang", "Alexander Pritzel", "Jarek Wilkiewicz", "Bryan Seybold", "Bhargav Kanagal Shamanna", "Felix Fischer", "Josef Dean", "Karan Gill", "Ross Mcilroy", "Abhishek Bhowmick", "Jeremy Selier", "Antoine Yang", "Derek Cheng", "Vladimir Magay", "Jie Tan", "Dhriti Varma", "Christian Walder", "Tomas Kocisky", "Ryo Nakashima", "Paul Natsev", "Mike Kwong", "Ionel Gog", "Chiyuan Zhang", "Sander Dieleman", "Thomas Jimma", "Andrey Ryabtsev", "Siddhartha Brahma", "David Steiner", "Dayou Du", "Ante Žužul", "Mislav Žanić", "Mukund Raghavachari", "Willi Gierke", "Zeyu Zheng", "Dessie Petrova", "Yann Dauphin", "Yuchuan Liu", "Ido Kessler", "Steven Hand", "Chris Duvarney", "Seokhwan Kim", "Hyo Lee", "Léonard Hussenot", "Jeffrey Hui", "Josh Smith", "Deepali Jain", "Jiawei Xia", "Gaurav Singh Tomar", "Keyvan Amiri", "Du Phan", "Fabian Fuchs", "Tobias Weyand", "Nenad Tomasev", "Alexandra Cordell", "Xin Liu", "Jonathan Mallinson", "Pankaj Joshi", "Andy Crawford", "Arun Suggala", "Steve Chien", "Nick Fernando", "Mariella Sanchez-Vargas", "Duncan Williams", "Phil Crone", "Xiyang Luo", "Igor Karpov", "Jyn Shan", "Terry Thurk", "Robin Strudel", "Paul Voigtlaender", "Piyush Patil", "Tim Dozat", "Ali Khodaei", "Sahil Singla", "Piotr Ambroszczyk", "Qiyin Wu", "Yifan Chang", "Brian Roark", "Chaitra Hegde", "Tianli Ding", "Angelos Filos", "Zhongru Wu", "André Susano Pinto", "Shuang Liu", "Saarthak Khanna", "Aditya Pandey", "Siobhan Mcloughlin", "Qiujia Li", "Sam Haves", "Allan Zhou", "Elena Buchatskaya", "Isabel Leal", "Peter de Boursac", "Nami Akazawa", "Nina Anderson", "Terry Chen", "Krishna Somandepalli", "Chen Liang", "Sheela Goenka", "Stephanie Winkler", "Alexander Grushetsky", "Yifan Ding", "Jamie Smith", "Fan Ye", "Jordi Pont-Tuset", "Eric Li", "Ruichao Li", "Tomer Golany", "Dawid Wegner", "Tao Jiang", "Omer Barak", "Yuan Shangguan", "Eszter Vértes", "Renee Wong", "Jörg Bornschein", "Alex Tudor", "Michele Bevilacqua", "Tom Schaul", "Ankit Singh Rawat", "Yang Zhao", "Kyriakos Axiotis", "Lei Meng", "Cory McLean", "Jonathan Lai", "Jennifer Beattie", "Nate Kushman", "Yaxin Liu", "Blair Kutzman", "Fiona Lang", "Jingchen Ye", "Praneeth Netrapalli", "Pushkar Mishra", "Myriam Khan", "Megha Goel", "Rob Willoughby", "David Tian", "Honglei Zhuang", "JD Chen", "Zak Tsai", "Tasos Kementsietsidis", "Arjun Khare", "James Keeling", "Keyang Xu", "Nathan Waters", "Florent Altché", "Ashok Popat", "Bhavishya Mittal", "David Saxton", "Dalia El Badawy", "Michael Mathieu", "Zheng Zheng", "Hao Zhou", "Nishant Ranka", "Richard Shin", "Qingnan Duan", "Tim Salimans", "Ioana Mihailescu", "Uri Shaham", "Ming-Wei Chang", "Yannis Assael", "Nishanth Dikkala", "Martin Izzard", "Vincent Cohen-Addad", "Cat Graves", "Vlad Feinberg", "Grace Chung", "DJ Strouse", "Danny Karmon", "Sahand Sharifzadeh", "Zoe Ashwood", "Khiem Pham", "Jon Blanton", "Alex Vasiloff", "Jarred Barber", "Mark Geller", "Aurick Zhou", "Fedir Zubach", "Tzu-Kuo Huang", "Lei Zhang", "Himanshu Gupta", "Matt Young", "Julia Proskurnia", "Ronny Votel", "Valentin Gabeur", "Gabriel Barcik", "Aditya Tripathi", "Hongkun Yu", "Geng Yan", "Beer Changpinyo", "Filip Pavetić", "Amy Coyle", "Yasuhisa Fujii", "Jorge Gonzalez Mendez", "Tianhao Zhou", "Harish Rajamani", "Blake Hechtman", "Eddie Cao", "Da-Cheng Juan", "Yi-Xuan Tan", "Valentin Dalibard", "Yilun Du", "Natalie Clay", "Kaisheng Yao", "Wenhao Jia", "Dimple Vijaykumar", "Yuxiang Zhou", "Xinyi Bai", "Wei-Chih Hung", "Steven Pecht", "Georgi Todorov", "Nikhil Khadke", "Pramod Gupta", "Preethi Lahoti", "Arnaud Autef", "Karthik Duddu", "James Lee-Thorp", "Alexander Bykovsky", "Tautvydas Misiunas", "Sebastian Flennerhag", "Santhosh Thangaraj", "Jed McGiffin", "Zack Nado", "Markus Kunesch", "Andreas Noever", "Amir Hertz", "Marco Liang", "Victor Stone", "Evan Palmer", "Samira Daruki", "Arijit Pramanik", "Siim Põder", "Austin Kyker", "Mina Khan", "Evgeny Sluzhaev", "Marvin Ritter", "Avraham Ruderman", "Wenlei Zhou", "Chirag Nagpal", "Kiran Vodrahalli", "George Necula", "Paul Barham", "Ellie Pavlick", "Jay Hartford", "Izhak Shafran", "Long Zhao", "Maciej Mikuła", "Tom Eccles", "Hidetoshi Shimokawa", "Kanav Garg", "Luke Vilnis", "Hanwen Chen", "Ilia Shumailov", "Kuang-Huei Lee", "Abdelrahman Abdelhamed", "Meiyan Xie", "Vered Cohen", "Ester Hlavnova", "Dan Malkin", "Chawin Sitawarin", "James Lottes", "Pauline Coquinot", "Tianli Yu", "Sandeep Kumar", "Jingwei Zhang", "Aroma Mahendru", "Zafarali Ahmed", "James Martens", "Tao Chen", "Aviel Boag", "Daiyi Peng", "Coline Devin", "Arseniy Klimovskiy", "Mary Phuong", "Danny Vainstein", "Jin Xie", "Bhuvana Ramabhadran", "Nathan Howard", "Xinxin Yu", "Gitartha Goswami", "Jingyu Cui", "Sam Shleifer", "Mario Pinto", "Chih-Kuan Yeh", "Ming-Hsuan Yang", "Sara Javanmardi", "Dan Ethier", "Chace Lee", "Jordi Orbay", "Suyog Kotecha", "Carla Bromberg", "Pete Shaw", "James Thornton", "Adi Gerzi Rosenthal", "Shane Gu", "Matt Thomas", "Ian Gemp", "Aditya Ayyar", "Asahi Ushio", "Aarush Selvan", "Joel Wee", "Chenxi Liu", "Maryam Majzoubi", "Weiren Yu", "Jake Abernethy", "Tyler Liechty", "Renke Pan", "Hoang Nguyen", "Qiong", "Hu", "Sarah Perrin", "Abhinav Arora", "Emily Pitler", "Weiyi Wang", "Kaushik Shivakumar", "Flavien Prost", "Ben Limonchik", "Jing Wang", "Yi Gao", "Timothee Cour", "Shyamal Buch", "Huan Gui", "Maria Ivanova", "Philipp Neubeck", "Kelvin Chan", "Lucy Kim", "Huizhong Chen", "Naman Goyal", "Da-Woon Chung", "Lu Liu", "Yao Su", "Anastasia Petrushkina", "Jiajun Shen", "Armand Joulin", "Yuanzhong Xu", "Stein Xudong Lin", "Yana Kulizhskaya", "Ciprian Chelba", "Shobha Vasudevan", "Eli Collins", "Vasilisa Bashlovkina", "Tony Lu", "Doug Fritz", "Jongbin Park", "Yanqi Zhou", "Chen Su", "Richard Tanburn", "Mikhail Sushkov", "Mitchelle Rasquinha", "Jinning Li", "Jennifer Prendki", "Yiming Li", "Pallavi LV", "Shriya Sharma", "Hen Fitoussi", "Hui Huang", "Andrew Dai", "Phuong Dao", "Mike Burrows", "Henry Prior", "Danfeng Qin", "Golan Pundak", "Lars Lowe Sjoesund", "Art Khurshudov", "Zhenkai Zhu", "Albert Webson", "Elizabeth Kemp", "Tat Tan", "Saurabh Agrawal", "Susie Sargsyan", "Liqun Cheng", "Jim Stephan", "Tom Kwiatkowski", "David Reid", "Arunkumar Byravan", "Assaf Hurwitz Michaely", "Nicolas Heess", "Luowei Zhou", "Sonam Goenka", "Viral Carpenter", "Anselm Levskaya", "Bo Wang", "Reed Roberts", "Rémi Leblond", "Sharat Chikkerur", "Stav Ginzburg", "Max Chang", "Robert Riachi", "Chuqiao", "Xu", "Zalán Borsos", "Michael Pliskin", "Julia Pawar", "Morgane Lustman", "Hannah Kirkwood", "Ankit Anand", "Aditi Chaudhary", "Norbert Kalb", "Kieran Milan", "Sean Augenstein", "Anna Goldie", "Laurel Prince", "Karthik Raman", "Yanhua Sun", "Vivian Xia", "Aaron Cohen", "Zhouyuan Huo", "Josh Camp", "Seher Ellis", "Lukas Zilka", "David Vilar Torres", "Lisa Patel", "Sho Arora", "Betty Chan", "Jonas Adler", "Kareem Ayoub", "Jacky Liang", "Fayaz Jamil", "Jiepu Jiang", "Simon Baumgartner", "Haitian Sun", "Yael Karov", "Yaroslav Akulov", "Hui Zheng", "Irene Cai", "Claudio Fantacci", "James Rubin", "Alex Rav Acha", "Mengchao Wang", "Nina D'Souza", "Rohit Sathyanarayana", "Shengyang Dai", "Simon Rowe", "Andrey Simanovsky", "Omer Goldman", "Yuheng Kuang", "Xiaoyue Pan", "Andrew Rosenberg", "Tania Rojas-Esponda", "Praneet Dutta", "Amy Zeng", "Irina Jurenka", "Greg Farquhar", "Yamini Bansal", "Shariq Iqbal", "Becca Roelofs", "Ga-Young Joung", "Parker Beak", "Changwan Ryu", "Ryan Poplin", "Yan Wu", "Jean-Baptiste Alayrac", "Senaka Buthpitiya", "Olaf Ronneberger", "Caleb Habtegebriel", "Wei Li", "Paul Cavallaro", "Aurora Wei", "Guy Bensky", "Timo Denk", "Harish Ganapathy", "Jeff Stanway", "Pratik Joshi", "Francesco Bertolini", "Jessica Lo", "Olivia Ma", "Zachary Charles", "Geta Sampemane", "Himanshu Sahni", "Xu Chen", "Harry Askham", "David Gaddy", "Peter Young", "Jiewen Tan", "Matan Eyal", "Arthur Bražinskas", "Li Zhong", "Zhichun Wu", "Mark Epstein", "Kai Bailey", "Andrew Hard", "Kamyu Lee", "Sasha Goldshtein", "Alex Ruiz", "Mohammed Badawi", "Matthias Lochbrunner", "JK Kearns", "Ashley Brown", "Fabio Pardo", "Theophane Weber", "Haichuan Yang", "Pan-Pan Jiang", "Berkin Akin", "Zhao Fu", "Marcus Wainwright", "Chi Zou", "Meenu Gaba", "Pierre-Antoine Manzagol", "Wendy Kan", "Yang Song", "Karina Zainullina", "Rui Lin", "Jeongwoo Ko", "Salil Deshmukh", "Apoorv Jindal", "James Svensson", "Divya Tyam", "Heri Zhao", "Christine Kaeser-Chen", "Scott Baird", "Pooya Moradi", "Jamie Hall", "Qiuchen Guo", "Vincent Tsang", "Bowen Liang", "Fernando Pereira", "Suhas Ganesh", "Ivan Korotkov", "Jakub Adamek", "Sridhar Thiagarajan", "Vinh Tran", "Charles Chen", "Chris Tar", "Sanil Jain", "Ishita Dasgupta", "Taylan Bilal", "David Reitter", "Kai Zhao", "Giulia Vezzani", "Yasmin Gehman", "Pulkit Mehta", "Lauren Beltrone", "Xerxes Dotiwalla", "Sergio Guadarrama", "Zaheer Abbas", "Stefani Karp", "Petko Georgiev", "Chun-Sung Ferng", "Marc Brockschmidt", "Liqian Peng", "Christoph Hirnschall", "Vikas Verma", "Yingying Bi", "Ying Xiao", "Avigail Dabush", "Kelvin Xu", "Phil Wallis", "Randall Parker", "Qifei Wang", "Yang Xu", "Ilkin Safarli", "Dinesh Tewari", "Yin Zhang", "Seungyeon Kim", "Andrea Gesmundo", "Mackenzie Thomas", "Sergey Levi", "Ahmed Chowdhury", "Kanishka Rao", "Peter Garst", "Sam Conway-Rahman", "Helen Ran", "Kay McKinney", "Zhisheng Xiao", "Wenhao Yu", "Rohan Agrawal", "Axel Stjerngren", "Catalin Ionescu", "Jingjing Chen", "Vivek Sharma", "Justin Chiu", "Fei Liu", "Ken Franko", "Clayton Sanford", "Xingyu Cai", "Paul Michel", "Sanjay Ganapathy", "Jane Labanowski", "Zachary Garrett", "Ben Vargas", "Sean Sun", "Bryan Gale", "Thomas Buschmann", "Guillaume Desjardins", "Nimesh Ghelani", "Palak Jain", "Mudit Verma", "Chulayuth Asawaroengchai", "Julian Eisenschlos", "Jitendra Harlalka", "Hideto Kazawa", "Don Metzler", "Joshua Howland", "Ying Jian", "Jake Ades", "Viral Shah", "Tynan Gangwani", "Seungji Lee", "Roman Ring", "Steven M. Hernandez", "Dean Reich", "Amer Sinha", "Ashutosh Sathe", "Joe Kovac", "Ashleah Gill", "Ajay Kannan", "Andrea D'olimpio", "Martin Sevenich", "Jay Whang", "Been Kim", "Khe Chai Sim", "Jilin Chen", "Jiageng Zhang", "Shuba Lall", "Yossi Matias", "Bill Jia", "Abe Friesen", "Sara Nasso", "Ashish Thapliyal", "Bryan Perozzi", "Ting Yu", "Anna Shekhawat", "Safeen Huda", "Peter Grabowski", "Eric Wang", "Ashwin Sreevatsa", "Hilal Dib", "Mehadi Hassen", "Parker Schuh", "Vedrana Milutinovic", "Chris Welty", "Michael Quinn", "Ali Shah", "Bangju Wang", "Gabe Barth-Maron", "Justin Frye", "Natalie Axelsson", "Tao Zhu", "Yukun Ma", "Irene Giannoumis", "Hanie Sedghi", "Chang Ye", "Yi Luan", "Kevin Aydin", "Bilva Chandra", "Vivek Sampathkumar", "Ronny Huang", "Victor Lavrenko", "Ahmed Eleryan", "Zhi Hong", "Steven Hansen", "Sara Mc Carthy", "Bidisha Samanta", "Domagoj Ćevid", "Xin Wang", "Fangtao Li", "Michael Voznesensky", "Matt Hoffman", "Andreas Terzis", "Vikash Sehwag", "Gil Fidel", "Luheng He", "Mu Cai", "Yanzhang He", "Alex Feng", "Martin Nikoltchev", "Samrat Phatale", "Jason Chase", "Rory Lawton", "Ming Zhang", "Tom Ouyang", "Manuel Tragut", "Mehdi Hafezi Manshadi", "Arjun Narayanan", "Jiaming Shen", "Xu Gao", "Tolga Bolukbasi", "Nick Roy", "Xin Li", "Daniel Golovin", "Liviu Panait", "Zhen Qin", "Guangxing Han", "Thomas Anthony", "Sneha Kudugunta", "Viorica Patraucean", "Aniket Ray", "Xinyun Chen", "Xiaochen Yang", "Tanuj Bhatia", "Pranav Talluri", "Alex Morris", "Andrija Ražnatović", "Bethanie Brownfield", "James An", "Sheng Peng", "Patrick Kane", "Ce Zheng", "Nico Duduta", "Joshua Kessinger", "James Noraky", "Siqi Liu", "Keran Rong", "Petar Veličković", "Keith Rush", "Alex Goldin", "Fanny Wei", "Shiva Mohan Reddy Garlapati", "Caroline Pantofaru", "Okwan Kwon", "Jianmo Ni", "Eric Noland", "Julia Di Trapani", "Françoise Beaufays", "Abhijit Guha Roy", "Yinlam Chow", "Aybuke Turker", "Geoffrey Cideron", "Lantao Mei", "Jon Clark", "Qingyun Dou", "Matko Bošnjak", "Ralph Leith", "Yuqing Du", "Amir Yazdanbakhsh", "Milad Nasr", "Chester Kwak", "Suraj Satishkumar Sheth", "Alex Kaskasoli", "Ankesh Anand", "Balaji Lakshminarayanan", "Sammy Jerome", "David Bieber", "Chun-Te Chu", "Alexandre Senges", "Tianxiao Shen", "Mukund Sridhar", "Ndaba Ndebele", "Benjamin Beyret", "Shakir Mohamed", "Mia Chen", "Markus Freitag", "Jiaxian Guo", "Luyang Liu", "Paul Roit", "Heng Chen", "Shen Yan", "Tom Stone", "JD Co-Reyes", "Jeremy Cole", "Salvatore Scellato", "Shekoofeh Azizi", "Hadi Hashemi", "Alicia Jin", "Anand Iyer", "Marcella Valentine", "András György", "Arun Ahuja", "Daniel Hernandez Diaz", "Chen-Yu Lee", "Nathan Clement", "Weize Kong", "Drew Garmon", "Ishaan Watts", "Kush Bhatia", "Khyatti Gupta", "Matt Miecnikowski", "Hugo Vallet", "Ankur Taly", "Edward Loper", "Saket Joshi", "James Atwood", "Jo Chick", "Mark Collier", "Fotis Iliopoulos", "Ryan Trostle", "Beliz Gunel", "Ramiro Leal-Cavazos", "Arnar Mar Hrafnkelsson", "Michael Guzman", "Xiaoen Ju", "Andy Forbes", "Jesse Emond", "Kushal Chauhan", "Ben Caine", "Li Xiao", "Wenjun Zeng", "Alexandre Moufarek", "Daniel Murphy", "Maya Meng", "Nitish Gupta", "Felix Riedel", "Anil Das", "Elijah Lawal", "Shashi Narayan", "Tiberiu Sosea", "James Swirhun", "Linda Friso", "Behnam Neyshabur", "Jing Lu", "Sertan Girgin", "Michael Wunder", "Edouard Yvinec", "Aroonalok Pyne", "Victor Carbune", "Shruti Rijhwani", "Yang Guo", "Tulsee Doshi", "Anton Briukhov", "Max Bain", "Ayal Hitron", "Xuanhui Wang", "Ashish Gupta", "Ke Chen", "Cosmo Du", "Weiyang Zhang", "Dhruv Shah", "Arjun Akula", "Max Dylla", "Ashyana Kachra", "Weicheng Kuo", "Tingting Zou", "Lily Wang", "Luyao Xu", "Jifan Zhu", "Justin Snyder", "Sachit Menon", "Orhan Firat", "Igor Mordatch", "Yuan Yuan", "Natalia Ponomareva", "Rory Blevins", "Lawrence Moore", "Weijun Wang", "Phil Chen", "Martin Scholz", "Artur Dwornik", "Jason Lin", "Sicheng Li", "Diego Antognini", "Te I", "Xiaodan Song", "Matt Miller", "Uday Kalra", "Adam Raveret", "Oscar Akerlund", "Felix Wu", "Andrew Nystrom", "Namrata Godbole", "Tianqi Liu", "Hannah DeBalsi", "Jewel Zhao", "Buhuang Liu", "Avi Caciularu", "Lauren Lax", "Urvashi Khandelwal", "Victoria Langston", "Eric Bailey", "Silvio Lattanzi", "Yufei Wang", "Neel Kovelamudi", "Sneha Mondal", "Guru Guruganesh", "Nan Hua", "Ofir Roval", "Paweł Wesołowski", "Rishikesh Ingale", "Jonathan Halcrow", "Tim Sohn", "Christof Angermueller", "Bahram Raad", "Eli Stickgold", "Eva Lu", "Alec Kosik", "Jing Xie", "Timothy Lillicrap", "Austin Huang", "Lydia Lihui Zhang", "Dominik Paulus", "Clement Farabet", "Alex Wertheim", "Bing Wang", "Rishabh Joshi", "Chu-ling Ko", "Yonghui Wu", "Shubham Agrawal", "Lily Lin", "XiangHai Sheng", "Peter Sung", "Tyler Breland-King", "Christina Butterfield", "Swapnil Gawde", "Sumeet Singh", "Qiao Zhang", "Raj Apte", "Shilpa Shetty", "Adrian Hutter", "Tao Li", "Elizabeth Salesky", "Federico Lebron", "Jonni Kanerva", "Michela Paganini", "Arthur Nguyen", "Rohith Vallu", "Jan-Thorsten Peter", "Sarmishta Velury", "David Kao", "Jay Hoover", "Anna Bortsova", "Colton Bishop", "Shoshana Jakobovits", "Alessandro Agostini", "Alekh Agarwal", "Chang Liu", "Charles Kwong", "Sasan Tavakkol", "Ioana Bica", "Alex Greve", "Anirudh GP", "Jake Marcus", "Le Hou", "Tom Duerig", "Rivka Moroshko", "Dave Lacey", "Andy Davis", "Julien Amelot", "Guohui Wang", "Frank Kim", "Theofilos Strinopoulos", "Hui Wan", "Charline Le Lan", "Shankar Krishnan", "Haotian Tang", "Peter Humphreys", "Junwen Bai", "Idan Heimlich Shtacher", "Diego Machado", "Chenxi Pang", "Ken Burke", "Dangyi Liu", "Renga Aravamudhan", "Yue Song", "Ed Hirst", "Abhimanyu Singh", "Brendan Jou", "Liang Bai", "Francesco Piccinno", "Chuyuan Kelly Fu", "Robin Alazard", "Barak Meiri", "Daniel Winter", "Charlie Chen", "Mingda Zhang", "Jens Heitkaemper", "John Lambert", "Jinhyuk Lee", "Alexander Frömmgen", "Sergey Rogulenko", "Pranav Nair", "Paul Niemczyk", "Anton Bulyenov", "Bibo Xu", "Hadar Shemtov", "Morteza Zadimoghaddam", "Serge Toropov", "Mateo Wirth", "Hanjun Dai", "Sreenivas Gollapudi", "Daniel Zheng", "Alex Kurakin", "Chansoo Lee", "Kalesha Bullard", "Nicolas Serrano", "Ivana Balazevic", "Yang Li", "Johan Schalkwyk", "Mark Murphy", "Mingyang Zhang", "Kevin Sequeira", "Romina Datta", "Nishant Agrawal", "Charles Sutton", "Nithya Attaluri", "Mencher Chiang", "Wael Farhan", "Gregory Thornton", "Kate Lin", "Travis Choma", "Hung Nguyen", "Kingshuk Dasgupta", "Dirk Robinson", "Iulia Comşa", "Michael Riley", "Arjun Pillai", "Basil Mustafa", "Ben Golan", "Amir Zandieh", "Jean-Baptiste Lespiau", "Billy Porter", "David Ross", "Sujeevan Rajayogam", "Mohit Agarwal", "Subhashini Venugopalan", "Bobak Shahriari", "Qiqi Yan", "Hao Xu", "Taylor Tobin", "Pavel Dubov", "Hongzhi Shi", "Adrià Recasens", "Anton Kovsharov", "Sebastian Borgeaud", "Lucio Dery", "Shanthal Vasanth", "Elena Gribovskaya", "Linhai Qiu", "Mahdis Mahdieh", "Wojtek Skut", "Elizabeth Nielsen", "CJ Zheng", "Adams Yu", "Carrie Grimes Bostock", "Shaleen Gupta", "Aaron Archer", "Chris Rawles", "Elinor Davies", "Alexey Svyatkovskiy", "Tomy Tsai", "Yoni Halpern", "Christian Reisswig", "Bartek Wydrowski", "Bo Chang", "Joan Puigcerver", "Mor Hazan Taege", "Jian Li", "Eva Schnider", "Xinjian Li", "Dragos Dena", "Yunhan Xu", "Umesh Telang", "Tianze Shi", "Heiga Zen", "Kyle Kastner", "Yeongil Ko", "Neesha Subramaniam", "Aviral Kumar", "Pete Blois", "Zhuyun Dai", "John Wieting", "Yifeng Lu", "Yoel Zeldes", "Tian Xie", "Anja Hauth", "Alexandru Ţifrea", "Yuqi Li", "Sam El-Husseini", "Dan Abolafia", "Howard Zhou", "Wen Ding", "Sahra Ghalebikesabi", "Carlos Guía", "Andrii Maksai", "Ágoston Weisz", "Sercan Arik", "Nick Sukhanov", "Aga Świetlik", "Xuhui Jia", "Luo Yu", "Weiyue Wang", "Mark Brand", "Dawn Bloxwich", "Sean Kirmani", "Zhe Chen", "Alec Go", "Pablo Sprechmann", "Nithish Kannen", "Alen Carin", "Paramjit Sandhu", "Isabel Edkins", "Leslie Nooteboom", "Jai Gupta", "Loren Maggiore", "Javad Azizi", "Yael Pritch", "Pengcheng Yin", "Mansi Gupta", "Danny Tarlow", "Duncan Smith", "Desi Ivanov", "Mohammad Babaeizadeh", "Ankita Goel", "Satish Kambala", "Grace Chu", "Matej Kastelic", "Michelle Liu", "Hagen Soltau", "Austin Stone", "Shivani Agrawal", "Min Kim", "Kedar Soparkar", "Srinivas Tadepalli", "Oskar Bunyan", "Rachel Soh", "Arvind Kannan", "DY Kim", "Blake JianHang Chen", "Afief Halumi", "Sudeshna Roy", "Yulong Wang", "Olcan Sercinoglu", "Gena Gibson", "Sijal Bhatnagar", "Motoki Sano", "Daniel von Dincklage", "Qingchun Ren", "Blagoj Mitrevski", "Mirek Olšák", "Jennifer She", "Carl Doersch", "Jilei", "Wang", "Bingyuan Liu", "Qijun Tan", "Tamar Yakar", "Tris Warkentin", "Alex Ramirez", "Carl Lebsack", "Josh Dillon", "Rajiv Mathews", "Tom Cobley", "Zelin Wu", "Zhuoyuan Chen", "Jon Simon", "Swaroop Nath", "Tara Sainath", "Alexei Bendebury", "Ryan Julian", "Bharath Mankalale", "Daria Ćurko", "Paulo Zacchello", "Adam R. Brown", "Kiranbir Sodhia", "Heidi Howard", "Sergi Caelles", "Abhinav Gupta", "Gareth Evans", "Anna Bulanova", "Lesley Katzen", "Roman Goldenberg", "Anton Tsitsulin", "Joe Stanton", "Benoit Schillings", "Vitaly Kovalev", "Corey Fry", "Rushin Shah", "Kuo Lin", "Shyam Upadhyay", "Cheng Li", "Soroush Radpour", "Marcello Maggioni", "Jing Xiong", "Lukas Haas", "Jenny Brennan", "Aishwarya Kamath", "Nikolay Savinov", "Arsha Nagrani", "Trevor Yacovone", "Ryan Kappedal", "Kostas Andriopoulos", "Li Lao", "YaGuang Li", "Grigory Rozhdestvenskiy", "Kazuma Hashimoto", "Andrew Audibert", "Sophia Austin", "Daniel Rodriguez", "Anian Ruoss", "Garrett Honke", "Deep Karkhanis", "Xi Xiong", "Qing Wei", "James Huang", "Zhaoqi Leng", "Vittal Premachandran", "Stan Bileschi", "Georgios Evangelopoulos", "Thomas Mensink", "Jay Pavagadhi", "Denis Teplyashin", "Paul Chang", "Linting Xue", "Garrett Tanzer", "Sally Goldman", "Kaushal Patel", "Shixin Li", "Jeremy Wiesner", "Ivy Zheng", "Ian Stewart-Binks", "Jie Han", "Zhi Li", "Liangchen Luo", "Karel Lenc", "Mario Lučić", "Fuzhao Xue", "Ryan Mullins", "Alexey Guseynov", "Chung-Ching Chang", "Isaac Galatzer-Levy", "Adam Zhang", "Garrett Bingham", "Grace Hu", "Ale Hartman", "Yue Ma", "Jordan Griffith", "Alex Irpan", "Carey Radebaugh", "Summer Yue", "Lijie Fan", "Victor Ungureanu", "Christina Sorokin", "Hannah Teufel", "Peiran Li", "Rohan Anil", "Dimitris Paparas", "Todd Wang", "Chu-Cheng Lin", "Hui Peng", "Megan Shum", "Goran Petrovic", "Demetra Brady", "Richard Nguyen", "Klaus Macherey", "Zhihao Li", "Harman Singh", "Madhavi Yenugula", "Mariko Iinuma", "Xinyi Chen", "Kavya Kopparapu", "Alexey Stern", "Shachi Dave", "Chandu Thekkath", "Florence Perot", "Anurag Kumar", "Fangda Li", "Yang Xiao", "Matthew Bilotti", "Mohammad Hossein Bateni", "Isaac Noble", "Lisa Lee", "Amelio Vázquez-Reina", "Julian Salazar", "Xiaomeng Yang", "Boyu Wang", "Ela Gruzewska", "Anand Rao", "Sindhu Raghuram", "Zheng Xu", "Eyal Ben-David", "Jieru Mei", "Sid Dalmia", "Zhaoyi Zhang", "Yuchen Liu", "Gagan Bansal", "Helena Pankov", "Steven Schwarcz", "Andrea Burns", "Christine Chan", "Sumit Sanghai", "Ricky Liang", "Ethan Liang", "Antoine He", "Amy Stuart", "Arun Narayanan", "Yukun Zhu", "Christian Frank", "Bahar Fatemi", "Amit Sabne", "Oran Lang", "Indro Bhattacharya", "Shane Settle", "Maria Wang", "Brendan McMahan", "Andrea Tacchetti", "Livio Baldini Soares", "Majid Hadian", "Serkan Cabi", "Timothy Chung", "Nikita Putikhin", "Gang Li", "Jeremy Chen", "Austin Tarango", "Henryk Michalewski", "Mehran Kazemi", "Hussain Masoom", "Hila Sheftel", "Rakesh Shivanna", "Archita Vadali", "Ramona Comanescu", "Doug Reid", "Joss Moore", "Arvind Neelakantan", "Michaël Sander", "Jonathan Herzig", "Aviv Rosenberg", "Mostafa Dehghani", "JD Choi", "Michael Fink", "Reid Hayes", "Eric Ge", "Shitao Weng", "Chia-Hua Ho", "John Karro", "Kalpesh Krishna", "Lam Nguyen Thiet", "Amy Skerry-Ryan", "Daniel Eppens", "Marco Andreetto", "Navin Sarma", "Silvano Bonacina", "Burcu Karagol Ayan", "Megha Nawhal", "Zhihao Shan", "Mike Dusenberry", "Shantanu Thakoor", "Sagar Gubbi", "Duc Dung Nguyen", "Reut Tsarfaty", "Samuel Albanie", "Jovana Mitrović", "Meet Gandhi", "Bo-Juen Chen", "Alessandro Epasto", "Georgi Stephanov", "Ye Jin", "Samuel Gehman", "Aida Amini", "Jack Weber", "Feryal Behbahani", "Shawn Xu", "Miltos Allamanis", "Xi Chen", "Myle Ott", "Claire Sha", "Michal Jastrzebski", "Hang Qi", "David Greene", "Xinyi Wu", "Abodunrinwa Toki", "Daniel Vlasic", "Jane Shapiro", "Ragha Kotikalapudi", "Zhe Shen", "Takaaki Saeki", "Sirui Xie", "Albin Cassirer", "Shikhar Bharadwaj", "Tatsuya Kiyono", "Srinadh Bhojanapalli", "Elan Rosenfeld", "Sam Ritter", "Jieming Mao", "João Gabriel Oliveira", "Zoltan Egyed", "Bernd Bandemer", "Emilio Parisotto", "Keisuke Kinoshita", "Juliette Pluto", "Petros Maniatis", "Steve Li", "Yaohui Guo", "Golnaz Ghiasi", "Jean Tarbouriech", "Srimon Chatterjee", "Julie Jin", "Katrina", "Xu", "Jennimaria Palomaki", "Séb Arnold", "Madhavi Sewak", "Federico Piccinini", "Mohit Sharma", "Ben Albrecht", "Sean Purser-haskell", "Ashwin Vaswani", "Chongyan Chen", "Matheus Wisniewski", "Qin Cao", "John Aslanides", "Nguyet Minh Phu", "Maximilian Sieb", "Lauren Agubuzu", "Anne Zheng", "Daniel Sohn", "Marco Selvi", "Anders Andreassen", "Krishan Subudhi", "Prem Eruvbetine", "Oliver Woodman", "Tomas Mery", "Sebastian Krause", "Xiaoqi Ren", "Xiao Ma", "Jincheng Luo", "Dawn Chen", "Wei Fan", "Henry Griffiths", "Christian Schuler", "Alice Li", "Shujian Zhang", "Jean-Michel Sarr", "Shixin Luo", "Riccardo Patana", "Matthew Watson", "Dani Naboulsi", "Michael Collins", "Sailesh Sidhwani", "Emiel Hoogeboom", "Sharon Silver", "Emily Caveness", "Xiaokai Zhao", "Mikel Rodriguez", "Maxine Deines", "Libin Bai", "Patrick Griffin", "Marco Tagliasacchi", "Emily Xue", "Spandana Raj Babbula", "Bo Pang", "Nan Ding", "Gloria Shen", "Elijah Peake", "Remi Crocker", "Shubha Srinivas Raghvendra", "Danny Swisher", "Woohyun Han", "Richa Singh", "Ling Wu", "Vladimir Pchelin", "Tsendsuren Munkhdalai", "Dana Alon", "Geoff Bacon", "Efren Robles", "Jannis Bulian", "Melvin Johnson", "George Powell", "Felipe Tiengo Ferreira", "Yaoyiran Li", "Frederik Benzing", "Mihajlo Velimirović", "Hubert Soyer", "William Kong", "Tony", "Nguyên", "Zhen Yang", "Jeremiah Liu", "Joost van Amersfoort", "Daniel Gillick", "Baochen Sun", "Nathalie Rauschmayr", "Katie Zhang", "Serena Zhan", "Tao Zhou", "Alexey Frolov", "Chengrun Yang", "Denis Vnukov", "Louis Rouillard", "Hongji Li", "Amol Mandhane", "Nova Fallen", "Rajesh Venkataraman", "Clara Huiyi Hu", "Jennifer Brennan", "Jenny Lee", "Jerry Chang", "Martin Sundermeyer", "Zhufeng Pan", "Rosemary Ke", "Simon Tong", "Alex Fabrikant", "William Bono", "Jindong Gu", "Ryan Foley", "Yiran Mao", "Manolis Delakis", "Dhruva Bhaswar", "Roy Frostig", "Nick Li", "Avital Zipori", "Cath Hope", "Olga Kozlova", "Swaroop Mishra", "Josip Djolonga", "Craig Schiff", "Majd Al Merey", "Eleftheria Briakou", "Peter Morgan", "Andy Wan", "Avinatan Hassidim", "RJ Skerry-Ryan", "Kuntal Sengupta", "Mary Jasarevic", "Praveen Kallakuri", "Paige Kunkle", "Hannah Brennan", "Tom Lieber", "Hassan Mansoor", "Julian Walker", "Bing Zhang", "Annie Xie", "Goran Žužić", "Adaeze Chukwuka", "Alex Druinsky", "Donghyun Cho", "Rui Yao", "Ferjad Naeem", "Shiraz Butt", "Eunyoung Kim", "Zhipeng Jia", "Mandy Jordan", "Adam Lelkes", "Mark Kurzeja", "Sophie Wang", "James Zhao", "Andrew Over", "Abhishek Chakladar", "Marcel Prasetya", "Neha Jha", "Sriram Ganapathy", "Yale Cong", "Prakash Shroff", "Carl Saroufim", "Sobhan Miryoosefi", "Mohamed Hammad", "Tajwar Nasir", "Weijuan Xi", "Yang Gao", "Young Maeng", "Ben Hora", "Chin-Yi Cheng", "Parisa Haghani", "Yoad Lewenberg", "Caden Lu", "Martin Matysiak", "Naina Raisinghani", "Huiyu Wang", "Lexi Baugher", "Rahul Sukthankar", "Minh Giang", "John Schultz", "Noah Fiedel", "Minmin Chen", "Cheng-Chun Lee", "Tapomay Dey", "Hao Zheng", "Shachi Paul", "Celine Smith", "Andy Ly", "Yicheng Wang", "Rishabh Bansal", "Bartek Perz", "Susanna Ricco", "Stasha Blank", "Vaishakh Keshava", "Deepak Sharma", "Marvin Chow", "Kunal Lad", "Komal Jalan", "Simon Osindero", "Craig Swanson", "Jacob Scott", "Anastasija Ilić", "Xiaowei Li", "Siddhartha Reddy Jonnalagadda", "Afzal Shama Soudagar", "Yan Xiong", "Bat-Orgil Batsaikhan", "Daniel Jarrett", "Naveen Kumar", "Maulik Shah", "Matt Lawlor", "Austin Waters", "Mark Graham", "Rhys May", "Sabela Ramos", "Sandra Lefdal", "Zeynep Cankara", "Nacho Cano", "Brendan O'Donoghue", "Jed Borovik", "Frederick Liu", "Jordan Grimstad", "Mahmoud Alnahlawi", "Katerina Tsihlas", "Tom Hudson", "Nikolai Grigorev", "Yiling Jia", "Terry Huang", "Tobenna Peter Igwe", "Sergei Lebedev", "Xiaodan Tang", "Igor Krivokon", "Frankie Garcia", "Melissa Tan", "Eric Jia", "Peter Stys", "Shikhar Vashishth", "Yu Liang", "Balaji Venkatraman", "Chenjie Gu", "Anastasios Kementsietsidis", "Chen Zhu", "Junehyuk Jung", "Yunfei Bai", "Mohammad Javad Hosseini", "Faruk Ahmed", "Aditya Gupta", "Xin Yuan", "Shereen Ashraf", "Shitij Nigam", "Gautam Vasudevan", "Pranjal Awasthi", "Adi Mayrav Gilady", "Zelda Mariet", "Ramy Eskander", "Haiguang Li", "Hexiang Hu", "Guillermo Garrido", "Philippe Schlattner", "George Zhang", "Rohun Saxena", "Petar Dević", "Kritika Muralidharan", "Ashwin Murthy", "Yiqian Zhou", "Min Choi", "Arissa Wongpanich", "Zhengdong Wang", "Premal Shah", "Yuntao Xu", "Yiling Huang", "Stephen Spencer", "Alice Chen", "James Cohan", "Junjie Wang", "Jonathan Tompson", "Junru Wu", "Ruba Haroun", "Haiqiong Li", "Blanca Huergo", "Fan Yang", "Tongxin Yin", "James Wendt", "Michael Bendersky", "Rahma Chaabouni", "Javier Snaider", "Johan Ferret", "Abhishek Jindal", "Tara Thompson", "Andrew Xue", "Will Bishop", "Shubham Milind Phal", "Archit Sharma", "Yunhsuan Sung", "Prabakar Radhakrishnan", "Mo Shomrat", "Reeve Ingle", "Roopali Vij", "Justin Gilmer", "Mihai Dorin Istin", "Sam Sobell", "Yang Lu", "Emily Nottage", "Dorsa Sadigh", "Jeremiah Willcock", "Tingnan Zhang", "Steve Xu", "Sasha Brown", "Katherine Lee", "Gary Wang", "Yun Zhu", "Yi Tay", "Cheolmin Kim", "Audrey Gutierrez", "Abhanshu Sharma", "Yongqin Xian", "Sungyong Seo", "Claire Cui", "Elena Pochernina", "Cip Baetu", "Krzysztof Jastrzębski", "Mimi Ly", "Mohamed Elhawaty", "Dan Suh", "Eren Sezener", "Pidong Wang", "Nancy Yuen", "George Tucker", "Jiahao Cai", "Zuguang Yang", "Cindy Wang", "Alex Muzio", "Hai Qian", "Jae Yoo", "Derek Lockhart", "Kevin R. McKee", "Mandy Guo", "Malika Mehrotra", "Artur Mendonça", "Sanket Vaibhav Mehta", "Sherry Ben", "Chetan Tekur", "Jiaqi Mu", "Muye Zhu", "Victoria Krakovna", "Hongrae Lee", "AJ Maschinot", "Sébastien Cevey", "HyunJeong Choe", "Aijun Bai", "Hansa Srinivasan", "Derek Gasaway", "Nick Young", "Patrick Siegler", "Dan Holtmann-Rice", "Vihari Piratla", "Kate Baumli", "Roey Yogev", "Alex Hofer", "Hado van Hasselt", "Svetlana Grant", "Yuri Chervonyi", "David Silver", "Andrew Hogue", "Ayushi Agarwal", "Kathie Wang", "Preeti Singh", "Four Flynn", "Josh Lipschultz", "Robert David", "Lizzetth Bellot", "Yao-Yuan Yang", "Long Le", "Filippo Graziano", "Kate Olszewska", "Kevin Hui", "Akanksha Maurya", "Nikos Parotsidis", "Weijie Chen", "Tayo Oguntebi", "Joe Kelley", "Anirudh Baddepudi", "Johannes Mauerer", "Gregory Shaw", "Alex Siegman", "Lin Yang", "Shravya Shetty", "Subhrajit Roy", "Yunting Song", "Wojciech Stokowiec", "Ryan Burnell", "Omkar Savant", "Robert Busa-Fekete", "Jin Miao", "Samrat Ghosh", "Liam MacDermed", "Phillip Lippe", "Mikhail Dektiarev", "Zach Behrman", "Fabian Mentzer", "Kelvin Nguyen", "Meng Wei", "Siddharth Verma", "Chris Knutsen", "Sudeep Dasari", "Zhipeng Yan", "Petr Mitrichev", "Xingyu Wang", "Virat Shejwalkar", "Jacob Austin", "Srinivas Sunkara", "Navneet Potti", "Yan Virin", "Christian Wright", "Gaël Liu", "Oriana Riva", "Etienne Pot", "Greg Kochanski", "Quoc Le", "Gargi Balasubramaniam", "Arka Dhar", "Yuguo Liao", "Adam Bloniarz", "Divyansh Shukla", "Elizabeth Cole", "Jong Lee", "Sheng Zhang", "Sushant Kafle", "Siddharth Vashishtha", "Parsa Mahmoudieh", "Grace Chen", "Raphael Hoffmann", "Pranesh Srinivasan", "Agustin Dal Lago", "Yoav Ben Shalom", "Zi Wang", "Michael Elabd", "Anuj Sharma", "Junhyuk Oh", "Suraj Kothawade", "Maigo Le", "Marianne Monteiro", "Shentao Yang", "Kaiz Alarakyia", "Robert Geirhos", "Diana Mincu", "Håvard Garnes", "Hayato Kobayashi", "Soroosh Mariooryad", "Kacper Krasowiak", "Zhixin", "Lai", "Shibl Mourad", "Mingqiu Wang", "Fan Bu", "Ophir Aharoni", "Guanjie Chen", "Abhimanyu Goyal", "Vadim Zubov", "Ankur Bapna", "Elahe Dabir", "Nisarg Kothari", "Kay Lamerigts", "Nicola De Cao", "Jeremy Shar", "Christopher Yew", "Nitish Kulkarni", "Dre Mahaarachchi", "Mandar Joshi", "Zhenhai Zhu", "Jared Lichtarge", "Yichao Zhou", "Hannah Muckenhirn", "Vittorio Selo", "Oriol Vinyals", "Peter Chen", "Anthony Brohan", "Vaibhav Mehta", "Sarah Cogan", "Ruth Wang", "Ty Geri", "Wei-Jen Ko", "Wei Chen", "Fabio Viola", "Keshav Shivam", "Lisa Wang", "Madeleine Clare Elish", "Raluca Ada Popa", "Sébastien Pereira", "Jianqiao Liu", "Raphael Koster", "Donnie Kim", "Gufeng Zhang", "Sayna Ebrahimi", "Partha Talukdar", "Yanyan Zheng", "Petra Poklukar", "Ales Mikhalap", "Dale Johnson", "Anitha Vijayakumar", "Mark Omernick", "Matt Dibb", "Ayush Dubey", "Qiong Hu", "Apurv Suman", "Vaibhav Aggarwal", "Ilya Kornakov", "Fei Xia", "Wing Lowe", "Alexey Kolganov", "Ted Xiao", "Vitaly Nikolaev", "Steven Hemingray", "Bonnie Li", "Joana Iljazi", "Mikołaj Rybiński", "Ballie Sandhu", "Peggy Lu", "Thang Luong", "Rodolphe Jenatton", "Vineetha Govindaraj", "Hui", "Li", "Gabriel Dulac-Arnold", "Wonpyo Park", "Henry Wang", "Abhinit Modi", "Jean Pouget-Abadie", "Kristina Greller", "Rahul Gupta", "Robert Berry", "Prajit Ramachandran", "Jinyu Xie", "Liam McCafferty", "Jianling Wang", "Kilol Gupta", "Hyeontaek Lim", "Blaž Bratanič", "Andy Brock", "Ilia Akolzin", "Jim Sproch", "Dan Karliner", "Duhyeon Kim", "Adrian Goedeckemeyer", "Noam Shazeer", "Cordelia Schmid", "Daniele Calandriello", "Parul Bhatia", "Krzysztof Choromanski", "Ceslee Montgomery", "Dheeru Dua", "Ana Ramalho", "Helen King", "Yue Gao", "Lynn Nguyen", "David Lindner", "Divya Pitta", "Oleaser Johnson", "Khalid Salama", "Diego Ardila", "Michael Han", "Erin Farnese", "Seth Odoom", "Ziyue Wang", "Xiangzhuo Ding", "Norman Rink", "Ray Smith", "Harshal Tushar Lehri", "Eden Cohen", "Neera Vats", "Tong He", "Parthasarathy Gopavarapu", "Adam Paszke", "Miteyan Patel", "Wouter Van Gansbeke", "Lucia Loher", "Luis Castro", "Maria Voitovich", "Tamara von Glehn", "Nelson George", "Simon Niklaus", "Zach Eaton-Rosen", "Nemanja Rakićević", "Erik Jue", "Sagi Perel", "Carrie Zhang", "Yuval Bahat", "Angéline Pouget", "Zhi Xing", "Fantine Huot", "Ashish Shenoy", "Taylor Bos", "Vincent Coriou", "Bryan Richter", "Natasha Noy", "Yaqing Wang", "Santiago Ontanon", "Siyang Qin", "Gleb Makarchuk", "Demis Hassabis", "Zhuowan Li", "Mandar Sharma", "Kumaran Venkatesan", "Iurii Kemaev", "Roxanne Daniel", "Shiyu Huang", "Saloni Shah", "Octavio Ponce", "Warren", "Chen", "Manaal Faruqui", "Jialin Wu", "Slavica Andačić", "Szabolcs Payrits", "Daniel McDuff", "Tom Hume", "Yuan Cao", "MH Tessler", "Qingze Wang", "Yinan Wang", "Ivor Rendulic", "Eirikur Agustsson", "Matthew Johnson", "Tanya Lando", "Andrew Howard", "Sri Gayatri Sundara Padmanabhan", "Mayank Daswani", "Andrea Banino", "Michael Kilgore", "Jonathan Heek", "Ziwei Ji", "Alvaro Caceres", "Conglong Li", "Nora Kassner", "Alexey Vlaskin", "Zeyu Liu", "Alex Grills", "Yanhan Hou", "Roykrong Sukkerd", "Gowoon Cheon", "Nishita Shetty", "Larisa Markeeva", "Piotr Stanczyk", "Tejas Iyer", "Yuan Gong", "Shawn Gao", "Keerthana Gopalakrishnan", "Tim Blyth", "Malcolm Reynolds", "Avishkar Bhoopchand", "Misha Bilenko", "Dero Gharibian", "Vicky Zayats", "Aleksandra Faust", "Abhinav Singh", "Min Ma", "Hongyang Jiao", "Sudheendra Vijayanarasimhan", "Lora Aroyo", "Vikas Yadav", "Sarah Chakera", "Ashwin Kakarla", "Vilobh Meshram", "Karol Gregor", "Gabriela Botea", "Evan Senter", "Dawei Jia", "Geza Kovacs", "Neha Sharma", "Sebastien Baur", "Kai Kang", "Yifan He", "Lin Zhuo", "Marija Kostelac", "Itay Laish", "Songyou Peng", "Louis O'Bryan", "Daniel Kasenberg", "Girish Ramchandra Rao", "Edouard Leurent", "Biao Zhang", "Sage Stevens", "Ana Salazar", "Ye Zhang", "Ivan Lobov", "Jake Walker", "Allen Porter", "Morgan Redshaw", "Han Ke", "Abhishek Rao", "Alex Lee", "Hoi Lam", "Michael Moffitt", "Jaeyoun Kim", "Siyuan Qiao", "Terry Koo", "Robert Dadashi", "Xinying Song", "Mukund Sundararajan", "Peng Xu", "Chizu Kawamoto", "Yan Zhong", "Clara Barbu", "Apoorv Reddy", "Mauro Verzetti", "Leon Li", "George Papamakarios", "Hanna Klimczak-Plucińska", "Mary Cassin", "Koray Kavukcuoglu", "Rigel Swavely", "Alain Vaucher", "Jeffrey Zhao", "Ross Hemsley", "Michael Tschannen", "Heming Ge", "Gaurav Menghani", "Yang Yu", "Natalie Ha", "Wei He", "Xiao Wu", "Maggie Song", "Rachel Sterneck", "Stefan Zinke", "Dan A. Calian", "Annie Marsden", "Alejandro Cruzado Ruiz", "Matteo Hessel", "Almog Gueta", "Benjamin Lee", "Brian Farris", "Manish Gupta", "Yunjie Li", "Mohammad Saleh", "Vedant Misra", "Kefan Xiao", "Piermaria Mendolicchio", "Gavin Buttimore", "Varvara Krayvanova", "Nigamaa Nayakanti", "Matthew Wiethoff", "Yash Pande", "Azalia Mirhoseini", "Ni Lao", "Jasmine Liu", "Yiqing Hua", "Angie Chen", "Yury Malkov", "Dmitry Kalashnikov", "Shubham Gupta", "Kartik Audhkhasi", "Yuexiang Zhai", "Sudhindra Kopalle", "Prateek Jain", "Eran Ofek", "Clemens Meyer", "Khuslen Baatarsukh", "Hana Strejček", "Jun Qian", "James Freedman", "Ricardo Figueira", "Michal Sokolik", "Olivier Bachem", "Raymond Lin", "Dia Kharrat", "Chris Hidey", "Pingmei Xu", "Dennis Duan", "Yin Li", "Muge Ersoy", "Richard Everett", "Kevin Cen", "Rebeca Santamaria-Fernandez", "Amir Taubenfeld", "Ian Mackinnon", "Linda Deng", "Polina Zablotskaia", "Shashank Viswanadha", "Shivanker Goel", "Damion Yates", "Yunxiao Deng", "Peter Choy", "Mingqing Chen", "Abhishek Sinha", "Alex Mossin", "Yiming Wang", "Arthur Szlam", "Susan Hao", "Paul Kishan Rubenstein", "Metin Toksoz-Exley", "Miranda Aperghis", "Yin Zhong", "Junwhan Ahn", "Michael Isard", "Olivier Lacombe", "Florian Luisier", "Chrysovalantis Anastasiou", "Yogesh Kalley", "Utsav Prabhu", "Emma Dunleavy", "Shaan Bijwadia", "Justin Mao-Jones", "Kelly Chen", "Rama Pasumarthi", "Emily Wood", "Adil Dostmohamed", "Nate Hurley", "Jiri Simsa", "Alicia Parrish", "Mantas Pajarskas", "Matt Harvey", "Ondrej Skopek", "Yony Kochinski", "Javier Rey", "Verena Rieser", "Denny Zhou", "Sun Jae Lee", "Trilok Acharya", "Guowang Li", "Joe Jiang", "Xiaofan Zhang", "Bryant Gipson", "Ethan Mahintorabi", "Marco Gelmi", "Nima Khajehnouri", "Angel Yeh", "Kayi Lee", "Loic Matthey", "Leslie Baker", "Trang Pham", "Han Fu", "Alex Pak", "Prakhar Gupta", "Cristina Vasconcelos", "Adam Sadovsky", "Brian Walker", "Sissie Hsiao", "Patrik Zochbauer", "Andreea Marzoca", "Noam Velan", "Junhao Zeng", "Gilles Baechler", "Danny Driess", "Divya Jain", "Yanping Huang", "Lizzie Tao", "John Maggs", "Nir Levine", "Jon Schneider", "Erika Gemzer", "Samuel Petit", "Shan Han", "Zach Fisher", "Dustin Zelle", "Courtney Biles", "Eugene Ie", "Asya Fadeeva", "Casper Liu", "Juliana Vicente Franco", "Adrian Collister", "Hao Zhang", "Renshen Wang", "Ruizhe Zhao", "Leandro Kieliger", "Kurt Shuster", "Rui Zhu", "Boqing Gong", "Lawrence Chan", "Ruoxi Sun", "Sujoy Basu", "Roland Zimmermann", "Jamie Hayes", "Abhishek Bapna", "Jasper Snoek", "Weel Yang", "Puranjay Datta", "Jad Al Abdallah", "Kevin Kilgour", "Lu Li", "SQ Mah", "Yennie Jun", "Morgane Rivière", "Abhijit Karmarkar", "Tammo Spalink", "Tao Huang", "Lucas Gonzalez", "Duc-Hieu Tran", "Averi Nowak", "John Palowitch", "Martin Chadwick", "Ellie Talius", "Harsh Mehta", "Thibault Sellam", "Philipp Fränken", "Massimo Nicosia", "Kyle He", "Aditya Kini", "David Amos", "Sugato Basu", "Harrison Jobe", "Eleni Shaw", "Qiantong Xu", "Colin Evans", "Daisuke Ikeda", "Chaochao Yan", "Larry Jin", "Lun Wang", "Sachin Yadav", "Ilia Labzovsky", "Ramesh Sampath", "Ada Ma", "Candice Schumann", "Aditya Siddhant", "Rohin Shah", "John Youssef", "Rishabh Agarwal", "Natalie Dabney", "Alessio Tonioni", "Moran Ambar", "Jing Li", "Isabelle Guyon", "Benny Li", "David Soergel", "Boya Fang", "Georgi Karadzhov", "Cristian Udrescu", "Trieu Trinh", "Vikas Raunak", "Seb Noury", "Dee Guo", "Sonal Gupta", "Mara Finkelstein", "Denis Petek", "Lihao Liang", "Greg Billock", "Pei Sun", "David Wood", "Yiwen Song", "Xiaobin Yu", "Tatiana Matejovicova", "Regev Cohen", "Kalyan Andra", "David D'Ambrosio", "Zhiwei Deng", "Vincent Nallatamby", "Ebrahim Songhori", "Rumen Dangovski", "Andrew Lampinen", "Pankil Botadra", "Adam Hillier", "Jiawei Cao", "Nagabhushan Baddi", "Adhi Kuncoro", "Toshihiro Yoshino", "Ankit Bhagatwala", "Marcáurelio Ranzato", "Rylan Schaeffer", "Tianlin Liu", "Shuai Ye", "Obaid Sarvana", "John Nham", "Chenkai Kuang", "Isabel Gao", "Jinoo Baek", "Shubham Mittal", "Ayzaan Wahid", "Anita Gergely", "Bin Ni", "Josh Feldman", "Carrie Muir", "Pascal Lamblin", "Wolfgang Macherey", "Ethan Dyer", "Logan Kilpatrick", "Víctor Campos", "Mukul Bhutani", "Stanislav Fort", "Yanif Ahmad", "Aliaksei Severyn", "Kleopatra Chatziprimou", "Oleksandr Ferludin", "Mason Dimarco", "Aditya Kusupati", "Joe Heyward", "Dan Bahir", "Kevin Villela", "Katie Millican", "Dror Marcus", "Sanaz Bahargam", "Caglar Unlu", "Nicholas Roth", "Zichuan Wei", "Siddharth Gopal", "Deepanway Ghoshal", "Edward Lee", "Sharon Lin", "Jennie Lees", "Dayeong Lee", "Anahita Hosseini", "Connie Fan", "Seth Neel", "Marcus Wu", "Yasemin Altun", "Honglong Cai", "Enrique Piqueras", "Josh Woodward", "Alessandro Bissacco", "Salem Haykal", "Mahyar Bordbar", "Prasha Sundaram", "Sarah Hodkinson", "Daniel Toyama", "George Polovets", "Austin Myers", "Anu Sinha", "Tomer Levinboim", "Kashyap Krishnakumar", "Rachita Chhaparia", "Tatiana Sholokhova", "Nitesh Bharadwaj Gundavarapu", "Ganesh Jawahar", "Haroon Qureshi", "Jieru Hu", "Nikola Momchev", "Matthew Rahtz", "Renjie Wu", "Aishwarya P S", "Kedar Dhamdhere", "Meiqi Guo", "Umang Gupta", "Ali Eslami", "Mariano Schain", "Michiel Blokzijl", "David Welling", "Dave Orr", "Levent Bolelli", "Nicolas Perez-Nieves", "Mikhail Sirotenko", "Aman Prasad", "Arjun Kar", "Borja De Balle Pigem", "Tayfun Terzi", "Gellért Weisz", "Dipankar Ghosh", "Aditi Mavalankar", "Dhruv Madeka", "Kaspar Daugaard", "Hartwig Adam", "Viraj Shah", "Dana Berman", "Maggie Tran", "Steven Baker", "Ewa Andrejczuk", "Grishma Chole", "Ganna Raboshchuk", "Mahdi Mirzazadeh", "Thais Kagohara", "Shimu Wu", "Christian Schallhart", "Bernett Orlando", "Chen Wang", "Alban Rrustemi", "Hao Xiong", "Hao Liu", "Arpi Vezer", "Nolan Ramsden", "Shuo-yiin Chang", "Sidharth Mudgal", "Yan Li", "Nino Vieillard", "Yedid Hoshen", "Farooq Ahmad", "Ambrose Slone", "Amy Hua", "Natan Potikha", "Mirko Rossini", "Jon Stritar", "Sushant Prakash", "Zifeng Wang", "Xuanyi Dong", "Alireza Nazari", "Efrat Nehoran", "Kaan Tekelioglu", "Yinxiao Li", "Kartikeya Badola", "Tom Funkhouser", "Yuanzhen Li", "Varun Yerram", "Ramya Ganeshan", "Daniel Formoso", "Karol Langner", "Tian Shi", "Huijian Li", "Yumeya Yamamori", "Amayika Panda", "Alaa Saade", "Angelo Scorza Scarpati", "Chris Breaux", "CJ Carey", "Zongwei Zhou", "Cho-Jui Hsieh", "Sophie Bridgers", "Alena Butryna", "Nishesh Gupta", "Vaibhav Tulsyan", "Sanghyun Woo", "Evgenii Eltyshev", "Will Grathwohl", "Chanel Parks", "Seth Benjamin", "Rina Panigrahy", "Shenil Dodhia", "Daniel De Freitas", "Chris Sauer", "Will Song", "Ferran Alet", "Jackson Tolins", "Cosmin Paduraru", "Xingyi Zhou", "Brian Albert", "Zizhao Zhang", "Lei Shu", "Mudit Bansal", "Sarah Nguyen", "Amir Globerson", "Owen Xiao", "James Manyika", "Tom Hennigan", "Rong Rong", "Josip Matak", "Anton Bakalov", "Ankur Sharma", "Danila Sinopalnikov", "Andrew Pierson", "Stephen Roller", "Geoff Brown", "Mingcen Gao", "Toshiyuki Fukuzawa", "Amin Ghafouri", "Kenny Vassigh", "Iain Barr", "Zhicheng Wang", "Anna Korsun", "Rajesh Jayaram", "Lijie Ren", "Tim Zaman", "Samira Khan", "Yana Lunts", "Dan Deutsch", "Dave Uthus", "Nitzan Katz", "Masha Samsikova", "Amr Khalifa", "Nikhil Sethi", "Jiao Sun", "Luming Tang", "Uri Alon", "Xianghong Luo", "Dian Yu", "Abhishek Nayyar", "Bryce Petrini", "Will Truong", "Vincent Hellendoorn", "Nikolai Chinaev", "Chris Alberti", "Wei Wang", "Jingcao Hu", "Vahab Mirrokni", "Ananth Balashankar", "Avia Aharon", "Aahil Mehta", "Ahmet Iscen", "Joseph Kready", "Lucas Manning", "Anhad Mohananey", "Yuankai Chen", "Anshuman Tripathi", "Allen Wu", "Igor Petrovski", "Dawsen Hwang", "Martin Baeuml", "Shreyas Chandrakaladharan", "Yuan Liu", "Rey Coaguila", "Maxwell Chen", "Sally Ma", "Pouya Tafti", "Susheel Tatineni", "Terry Spitz", "Jiayu Ye", "Paul Vicol", "Mihaela Rosca", "Adrià Puigdomènech", "Zohar Yahav", "Sanjay Ghemawat", "Hanzhao Lin", "Phoebe Kirk", "Zaid Nabulsi", "Sergey Brin", "Bernd Bohnet", "Ken Caluwaerts", "Aditya Srikanth Veerubhotla", "Dan Zheng", "Zihang Dai", "Petre Petrov", "Yichong Xu", "Ramin Mehran", "Zhuo Xu", "Luisa Zintgraf", "Jiho Choi", "Spurthi Amba Hombaiah", "Romal Thoppilan", "Sashank Reddi", "Lukasz Lew", "Li Li", "Kellie Webster", "KP Sawhney", "Lampros Lamprou", "Siamak Shakeri", "Mayank Lunayach", "Jianmin Chen", "Sumit Bagri", "Alex Salcianu", "Ying Chen", "Yani Donchev", "Charlotte Magister", "Signe Nørly", "Vitor Rodrigues", "Tomas Izo", "Hila Noga", "Joe Zou", "Thomas Köppe", "Wenxuan Zhou", "Kenton Lee", "Xiangzhu Long", "Danielle Eisenbud", "Anthony Chen", "Connor Schenck", "Chi Ming To", "Peilin Zhong", "Emanuel Taropa", "Minh Truong", "Omer Levy", "Danilo Martins", "Zhiyuan Zhang", "Christopher Semturs", "Kelvin Zhang", "Alex Yakubovich", "Pol Moreno", "Lara McConnaughey", "Di Lu", "Sam Redmond", "Lotte Weerts", "Yonatan Bitton", "Tiziana Refice", "Nicolas Lacasse", "Arthur Conmy", "Corentin Tallec", "Julian Odell", "Hannah Forbes-Pollard", "Arkadiusz Socala", "Jonathan Hoech", "Pushmeet Kohli", "Alanna Walton", "Rui Wang", "Mikita Sazanovich", "Kexin Zhu", "Andrei Kapishnikov", "Rich Galt", "Matthew Denton", "Ben Murdoch", "Caitlin Sikora", "Kareem Mohamed", "Wei Wei", "Uri First", "Tim McConnell", "Luis C. Cobo", "James Qin", "Thi Avrahami", "Daniel Balle", "Yu Watanabe", "Annie Louis", "Adam Kraft", "Setareh Ariafar", "Yiming Gu", "Eugénie Rives", "Charles Yoon", "Andrei Rusu", "James Cobon-Kerr", "Chris Hahn", "Jiaming Luo", "Yuvein", "Zhu", "Niharika Ahuja", "Rodrigo Benenson", "Raphaël Lopez Kaufman", "Honglin Yu", "Lloyd Hightower", "Junlin Zhang", "Darren Ni", "Lisa Anne Hendricks", "Gabby Wang", "Gal Yona", "Lalit Jain", "Pablo Barrio", "Surya Bhupatiraju", "Siva Velusamy", "Allan Dafoe", "Sebastian Riedel", "Tara Thomas", "Zhe Yuan", "Mathias Bellaiche", "Sheena Panthaplackel", "Klemen Kloboves", "Sarthak Jauhari", "Canfer Akbulut", "Todor Davchev", "Evgeny Gladchenko", "David Madras", "Aleksandr Chuklin", "Tyrone Hill", "Quan Yuan", "Mukundan Madhavan", "Luke Leonhard", "Dylan Scandinaro", "Qihang Chen", "Ning Niu", "Arthur Douillard", "Bogdan Damoc", "Yasumasa Onoe", "Fabian Pedregosa", "Fred Bertsch", "Chas Leichner", "Joseph Pagadora", "Jonathan Malmaud", "Sameera Ponda", "Andy Twigg", "Oleksii Duzhyi", "Jingwei Shen", "Miaosen Wang", "Roopal Garg", "Jing Chen", "Utku Evci", "Jonathan Lee", "Leon Liu", "Koji Kojima", "Masa Yamaguchi", "Arunkumar Rajendran", "AJ Piergiovanni", "Vinodh Kumar Rajendran", "Marco Fornoni", "Gabriel Ibagon", "Harry Ragan", "Sadh MNM Khan", "John Blitzer", "Andrew Bunner", "Guan Sun", "Takahiro Kosakai", "Scott Lundberg", "Ndidi Elue", "Kelvin Guu", "SK Park", "Jane Park", "Arunachalam Narayanaswamy", "Chengda Wu", "Jayaram Mudigonda", "Trevor Cohn", "Hairong Mu", "Ravi Kumar", "Laura Graesser", "Yichi Zhang", "Richard Killam", "Vincent Zhuang", "Mai Giménez", "Wael Al Jishi", "Ruy Ley-Wild", "Alex Zhai", "Kazuki Osawa", "Diego Cedillo", "Jialu Liu", "Mayank Upadhyay", "Marcin Sieniek", "Roshan Sharma", "Tom Paine", "Anelia Angelova", "Sravanti Addepalli", "Carolina Parada", "Kingshuk Majumder", "Avery Lamp", "Sanjiv Kumar", "Xiang Deng", "Artiom Myaskovsky", "Tea Sabolić", "Jeffrey Dudek", "Sarah York", "Félix de Chaumont Quitry", "Jiazhong Nie", "Dee Cattle", "Alok Gunjan", "Bilal Piot", "Waleed Khawaja", "Seojin Bang", "Simon Wang", "Siavash Khodadadeh", "Raghavender R", "Praynaa Rawlani", "Richard Powell", "Kevin Lee", "Johannes Griesser", "GS Oh", "Cesar Magalhaes", "Yujia Li", "Simon Tokumine", "Hadas Natalie Vogel", "Dennis Hsu", "Arturo BC", "Disha Jindal", "Matan Cohen", "Zi Yang", "Junwei Yuan", "Dario de Cesare", "Tony Bruguier", "Jun Xu", "Monica Roy", "Alon Jacovi", "Dan Belov", "Rahul Arya", "Phoenix Meadowlark", "Shlomi Cohen-Ganor", "Wenting Ye", "Patrick Morris-Suzuki", "Praseem Banzal", "Gan Song", "Pranavaraj Ponnuramu", "Fred Zhang", "George Scrivener", "Salah Zaiem", "Alif Raditya Rochman", "Kehang Han", "Badih Ghazi", "Kate Lee", "Shahar Drath", "Daniel Suo", "Antonious Girgis", "Pradeep Shenoy", "Duy Nguyen", "Douglas Eck", "Somit Gupta", "Le Yan", "Joao Carreira", "Anmol Gulati", "Ruoxin Sang", "Daniil Mirylenka", "Emma Cooney", "Edward Chou", "Mingyang Ling", "Cindy Fan", "Ben Coleman", "Guilherme Tubone", "Ravin Kumar", "Jason Baldridge", "Felix Hernandez-Campos", "Angeliki Lazaridou", "James Besley", "Itay Yona", "Neslihan Bulut", "Quentin Wellens", "AJ Pierigiovanni", "Jasmine George", "Richard Green", "Pu Han", "Connie Tao", "Geoff Clark", "Chong You", "Abbas Abdolmaleki", "Justin Fu", "Tongzhou Chen", "Ashwin Chaugule", "Angad Chandorkar", "Altaf Rahman", "Will Thompson", "Penporn Koanantakool", "Mike Bernico", "Jie Ren", "Andrey Vlasov", "Sergei Vassilvitskii", "Maciej Kula", "Yizhong Liang", "Dahun Kim", "Yangsibo Huang", "Chengxi Ye", "Dmitry Lepikhin", "Wesley Helmholz"] year: 2025 venue: "arXiv:2507.06261" source: "https://arxiv.org/abs/2507.06261" doi: "10.48550/arxiv.2507.06261" arxiv: "2507.06261" licence: "CC BY 4.0 (arXiv)" licence_url: "http://creativecommons.org/licenses/by/4.0/" summary_licence: "Elamur Cosmic License" canonical: "https://research.elamur.ai/free/en/papers/comanici-2025-gemini-2-5-pushing-frontier/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/papers/comanici-2025-gemini-2-5-pushing-frontier/) [home](https://md.research.elamur.ai/free/en/) / [papers](https://md.research.elamur.ai/free/en/papers/) / [2025](https://md.research.elamur.ai/free/en/papers/2025/page/2/) / Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities # Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities **Authors:** Gheorghe Comanici, Eric Bieber, [Mike Schaekermann](https://md.research.elamur.ai/free/en/authors/mike-schaekermann/), Ice Pasupat, Noveen Sachdeva, Inderjit Dhillon, Marcel Blistein, [Ori Ram](https://md.research.elamur.ai/free/en/authors/ori-ram/), [Dan Zhang](https://md.research.elamur.ai/free/en/authors/dan-zhang/), Evan Rosen, Luke Marris, Sam Petulla et al. (3435 authors) · **Year:** 2025 · **Venue:** arXiv:2507.06261 · **Licence:** [CC BY 4.0 (arXiv)](http://creativecommons.org/licenses/by/4.0/) **Links:** [Publisher's page](https://arxiv.org/abs/2507.06261) · [PDF](https://arxiv.org/pdf/2507.06261) · [DOI 10.48550/arxiv.2507.06261](https://doi.org/10.48550/arxiv.2507.06261) · [arXiv 2507.06261](https://arxiv.org/abs/2507.06261) **Citations:** [906](#cited-by) in our library, of the 140673 papers whose bibliographies we read ## Summary This technical report from Google's Gemini Team describes the Gemini 2.X generation: Gemini 2.5 Pro and 2.5 Flash, plus the earlier, cheaper Gemini 2.0 Flash and Flash-Lite. The goal is a set of models that covers every trade-off point between capability and cost, with thinking-based reasoning, native multimodal input (text, image, audio, video), very long context and built-in tool use, so the models can drive agentic systems. All models are sparse mixture-of-experts (MoE) transformers. Pre-training data comes from web documents, code, images, audio and video, with better filtering and deduplication. The smaller models are distilled from a larger teacher. Post-training uses SFT, reward modeling and more compute for RL, with verifiable and model-based rewards. Training ran on TPUv5p with new fault-tolerance mechanisms. Gemini 2.5 Pro reaches state-of-the-art results on coding and reasoning benchmarks and can handle about 3 hours of video. Safety testing found it did not cross any Critical Capability Level. The authors also argue that progress now outpaces the creation of hard new benchmarks. ## Key points - The Gemini 2.5 models accept inputs of about 1M tokens, produce up to 64K output tokens, use dynamic thinking and have a January 2025 knowledge cutoff. Gemini 2.5 Flash lets users set a controllable thinking budget. - Distillation for Flash-size models approximates the teacher's next-token distribution with a k-sparse distribution, which reduces storage cost. - Training ran on 8960-chip TPUv5p pods across several datacenters, coordinated by the Pathways system: - 93.4% of run time went to TPU computation. - Slice-level elasticity kept throughput at roughly 97% during hardware failures. - Replay-based SDC detection re-ran about 0.25% of steps, and 6% of those turned out to be real hardware corruption. - Gemini 2.5 Pro scores more than 120 LMArena points above Gemini 1.5 Pro. Within one year, Gemini Pro's Aider Polyglot score rose roughly 5x, and its SWE-bench verified score doubled. - Evaluations of CBRN, cybersecurity, ML R&D and deceptive alignment risks, including external red teaming, showed capability gains but no Critical Capability Level reached. *Our summary of the paper, in our own words — not its text. The work belongs to its authors; read it at the links above.* Fields: [Other](https://md.research.elamur.ai/free/en/shelves/other/) ## Cited by Cited by 906 papers of our library cite it (of the 140673 whose bibliographies we read); 34 of them have a page here, 872 not yet. - [SalamahBench: Dialect and Category Level Safety Evaluation of Arabic Language Models](https://md.research.elamur.ai/free/en/papers/abdelnasser-2026-salamahbench-dialect-category-level-safety/) - [Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/azime-2026-bridging-culture-gap-framework-llm/) - [Qwen3-VL Technical Report](https://md.research.elamur.ai/free/en/papers/bai-2025-qwen3-vl-technical-report/) - [DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models](https://md.research.elamur.ai/free/en/papers/deepseek-2025-ai-deepseek-v3-2-pushing/) - [Can Dialects Be Steered Like Languages? 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How Translation Errors and Evaluation Details Skew Multilingual Results](https://md.research.elamur.ai/free/en/papers/peter-2026-mind-gap-or-not-how/) - [Modeling Clinical Uncertainty in Radiology Reports: From Explicit Uncertainty Markers to Implicit Reasoning Pathways](https://md.research.elamur.ai/free/en/papers/rabaey-2026-modeling-clinical-uncertainty-radiology-reports/) - [ZIP: Quantifying Which Words Matter in Zero-Shot Instructional Prompts](https://md.research.elamur.ai/free/en/papers/sadr-2026-zip-quantifying-which-words-matter/) - [FAME: Fictional Actors for Multilingual Erasure](https://md.research.elamur.ai/free/en/papers/savelli-2026-fame-fictional-actors-multilingual-erasure/) - [ITUNLP at MWE-2026 AdMIRe 2: A Zero-Shot LLM Pipeline for Multimodal Idiom Understanding and Ranking](https://md.research.elamur.ai/free/en/papers/site-2026-itunlp-mwe-2026-admire-2/) - [MultiWikiQA: A Reading Comprehension Benchmark in 300+ Languages](https://md.research.elamur.ai/free/en/papers/smart-2026-multiwikiqa-reading-comprehension-benchmark-300/) - [PHEB: An European Portuguese High School-Level LLM Benchmark](https://md.research.elamur.ai/free/en/papers/tavares-2026-pheb-european-portuguese-high-school/) - [Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation](https://md.research.elamur.ai/free/en/papers/tian-2026-beyond-literal-mapping-benchmarking-improving/) - [InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency](https://md.research.elamur.ai/free/en/papers/wang-2025-internvl3-5-advancing-open/) - [MEUR: A Benchmark for Evaluating Vision-Language Models on Multimodal Event Understanding and Reasoning](https://md.research.elamur.ai/free/en/papers/wang-2026-meur-benchmark-evaluating-vision-language/) - [Qwen3-Omni Technical Report](https://md.research.elamur.ai/free/en/papers/xu-2025-qwen3-omni-technical-report/) - [Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in Indian Languages](https://md.research.elamur.ai/free/en/papers/yari-2026-revisiting-metric-reliability-fine-grained/) - [CRiT-QA: Evaluating Multi-hop Reasoning with Counterfactual Chains and Distractor Traps](https://md.research.elamur.ai/free/en/papers/yun-2026-crit-qa-evaluating-multi-hop/) ## Cite The paper itself, not this page. BibTeX from the library's record of the work. ```bibtex @misc{comanici2025gemini, title = {{Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities}}, author = {Comanici, Gheorghe and Bieber, Eric and Schaekermann, Mike and Pasupat, Ice and Sachdeva, Noveen and Dhillon, Inderjit and Blistein, Marcel and Ram, Ori and Zhang, Dan and Rosen, Evan and Marris, Luke and Petulla, Sam and Gaffney, Colin and Aharoni, Asaf and Lintz, Nathan and Pais, Tiago Cardal and Jacobsson, Henrik and Szpektor, Idan and Jiang, Nan-Jiang and Haridasan, Krishna and Omran, Ahmed and Saunshi, Nikunj and Bahri, Dara and Mishra, Gaurav and Chu, Eric and Boyd, Toby and Hekman, Brad and Parisi, Aaron and Zhang, Chaoyi and Kawintiranon, Kornraphop and Bedrax-Weiss, Tania and Wang, Oliver and Xu, Ya and Purkiss, Ollie and Mendlovic, Uri and Deutel, Ilaï and Nguyen, Nam and Langley, Adam and Korn, Flip and Rossazza, Lucia and Ramé, Alexandre and Waghmare, Sagar and Miller, Helen and Byrd, Nathan and Sheshan, Ashrith and Hadsell, Raia and Bhardwaj, Sangnie and Janus, Pawel and Rissa, Tero and Horgan, Dan and Abdagic, Alvin and Belenki, Lior and Allingham, James and Singh, Anima and Guidroz, Theo and Srinivasan, Srivatsan and Schmit, Herman and Chiafullo, Kristen and Elisseeff, Andre and Jha, Nilpa and Kolhar, Prateek and Berrada, Leonard and Ding, Frank and Si, Xiance and Mallick, Shrestha Basu and Och, Franz and Erell, Sofia and Ni, Eric and Latkar, Tejasi and Yang, Sherry and Sirkovic, Petar and Feng, Ziqiang and Leland, Robert and Hornung, Rachel and Wu, Gang and Blundell, Charles and Alvari, Hamidreza and Huang, Po-Sen and Yip, Cathy and Deur, Sanja and Liu, Li and Surita, Gabriela and Duque, Pablo and Damen, Dima and Jia, Johnson and Guez, Arthur and Mircea, Markus and Sinha, Animesh and Magni, Alberto and Stradomski, Paweł and Marian, Tal and Galić, Vlado and Chen, Wenhu and Husain, Hisham and Singhal, Achintya and Grewe, Dominik and Aubet, François-Xavier and Song, Shuang and Blanco, Lorenzo and Rechis, Leland and Ho, Lewis and Munoz, Rich and Zheng, Kelvin and Hamrick, Jessica and Mather, Kevin and Taitelbaum, Hagai and Rutherford, Eliza and Lei, Yun and Chen, Kuangyuan and Shukla, Anand and Moreira, Erica and Doi, Eric and Isik, Berivan and Shabat, Nir and Rogozińska, Dominika and Kolipaka, Kashyap and Chang, Jason and Vušak, Eugen and Venkatachary, Srinivasan and Noghabi, Shadi and Bharti, Tarun and Jun, Younghoon and Zaks, Aleksandr and Green, Simon and Challagundla, Jeshwanth and Wong, William and Mohammad, Muqthar and Hirsch, Dean and Cheng, Yong and Naim, Iftekhar and Proleev, Lev and Vincent, Damien and Singh, Aayush and Krikun, Maxim and Krishnan, Dilip and Ghahramani, Zoubin and Atias, Aviel and Aggarwal, Rajeev and Kirov, Christo and Vytiniotis, Dimitrios and Koh, Christy and Chronopoulou, Alexandra and Dogra, Pawan and Ion, Vlad-Doru and Tyen, Gladys and Lee, Jason and Weissenberger, Felix and Strohman, Trevor and Balakrishna, Ashwin and Rae, Jack and Velic, Marko and Liedekerke, Raoul de and Elyada, Oded and Yuan, Wentao and Liu, Canoee and Shani, Lior and Kishchenko, Sergey and Alessio, Bea and Li, Yandong and Song, Richard and Kwei, Sam and Jankowski, Orion and Pappu, Aneesh and Namiki, Youhei and Ma, Yenai and Tripuraneni, Nilesh and Cherry, Colin and Ikonomidis, Marissa and Ling, Yu-Cheng and Ji, Colin and Westberg, Beka and Wright, Auriel and Yu, Da and Parkinson, David and Ramaswamy, Swaroop and Connor, Jerome and Yeganeh, Soheil Hassas and Grover, Snchit and Kenwright, George and Litchev, Lubo and Apps, Chris and Tomala, Alex and Halim, Felix and Castro-Ros, Alex and Li, Zefei and Boral, Anudhyan and Sho, Pauline and Yarom, Michal and Malmi, Eric and Klinghoffer, David and Lin, Rebecca and Ansell, Alan and S, Pradeep Kumar and Zhao, Shubin and Zuo, Siqi and Santoro, Adam and Cheng, Heng-Tze and Demmessie, Solomon and Liu, Yuchi and Brichtova, Nicole and Culp, Allie and Braun, Nathaniel and Graur, Dan and Ng, Will and Mehta, Nikhil and Phillips, Aaron and Sundberg, Patrik and Godbole, Varun and Liu, Fangyu and Katariya, Yash and Rim, David and Seyedhosseini, Mojtaba and Ammirati, Sean and Valfridsson, Jonas and Malihi, Mahan and Knight, Timothy and Toor, Andeep and Lampe, Thomas and Ittycheriah, Abe and Chiang, Lewis and Yeung, Chak and Fréchette, Alexandre and Rao, Jinmeng and Wang, Huisheng and Srivastava, Himanshu and Zhang, Richard and Rhodes, Rocky and Brand, Ariel and Weesner, Dean and Figotin, Ilya and Gimeno, Felix and Fellinger, Rachana and Marcenac, Pierre and Leal, José and Marcus, Eyal and Cotruta, Victor and Cabrera, Rodrigo and Luo, Sheryl and Garrette, Dan and Axelrod, Vera and Baltateanu, Sorin and Barker, David and Chen, Dongkai and Toma, Horia and Ingram, Ben and Riesa, Jason and Kulkarni, Chinmay and Zhang, Yujing and Liu, Hongbin and Wang, Chao and Polacek, Martin and Wu, Will and Hui, Kai and Reyes, Adrian N and Su, Yi and Barnes, Megan and Malhi, Ishaan and Siddiqui, Anfal and Feng, Qixuan and Damaschin, Mihai and Pighin, Daniele and Steiner, Andreas and Yang, Samuel and Boppana, Ramya Sree and Ivanov, Simeon and Kandoor, Arun and Shah, Aditya and Mujika, Asier and Huang, Da and Choquette-Choo, Christopher A. and Patel, Mohak and Yu, Tianhe and Creswell, Toni and Jerry and Liu and Barros, Catarina and Razeghi, Yasaman and Roy, Aurko and Culliton, Phil and Xiong, Binbin and Pan, Jiaqi and Strohmann, Thomas and Powell, Tolly and Seal, Babi and DeCarlo, Doug and Shyam, Pranav and Katircioglu, Kaan and Wang, Xuezhi and Hardin, Cassidy and Odisho, Immanuel and Broder, Josef and Chang, Oscar and Nair, Arun and Shtefan, Artem and O'Brien, Maura and Agarwal, Manu and Potluri, Sahitya and Goyal, Siddharth and Jhindal, Amit and Thakur, Saksham and Stuken, Yury and Lyon, James and Toutanova, Kristina and Feng, Fangxiaoyu and Wu, Austin and Horn, Ben and Wang, Alek and Cullum, Alex and Taubman, Gabe and Shrivastava, Disha and Shi, Chongyang and Tomlinson, Hamish and Patel, Roma and Tu, Tao and Oflazer, Ada Maksutaj and Pongetti, Francesco and Yang, Mingyao and Taïga, Adrien Ali and Perot, Vincent and Pierse, Nuo Wang and Han, Feng and Drori, Yoel and Iturrate, Iñaki and Chakrabarti, Ayan and Yeung, Legg and Dopson, Dave and Chen, Yi-ting and Kulshreshtha, Apoorv and Guo, Tongfei and Pham, Philip and Schuster, Tal and Chen, Junquan and Polozov, Alex and Xing, Jinwei and Zhou, Huanjie and Kacham, Praneeth and Kukliansky, Doron and Miech, Antoine and Yaroshenko, Sergey and Chi, Ed and Douglas, Sholto and Fei, Hongliang and Blondel, Mathieu and Myla, Preethi and Madmoni, Lior and Wu, Xing and Keysers, Daniel and Kjems, Kristian and Albuquerque, Isabela and Yu, Lijun and D'sa, Joel and Plantan, Michelle and Ionescu, Vlad and Elias, Jaume Sanchez and Gupta, Abhirut and Vuyyuru, Manish Reddy and Alcober, Fred and Zhou, Tong and Ji, Kaiyang and Hartmann, Florian and Puttagunta, Subha and Song, Hugo and Amid, Ehsan and Stefanoiu, Anca and Lee, Andrew and Pucciarelli, Paul and Wang, Emma and Raul, Amit and Petrov, Slav and Tian, Isaac and Anklin, Valentin and Nti, Nana and Gomes, Victor and Schumacher, Max and Vesom, Grace and Panagopoulos, Alex and Bousmalis, Konstantinos and Andor, Daniel and Jacob, Josh and Zhang, Yuan and Rosgen, Bill and Kecman, Matija and Tung, Matthew and Belias, Alexandra and Goodman, Noah and Covington, Paul and Wieder, Brian and Saxena, Nikita and Davoodi, Elnaz and Huang, Muhuan and Maddineni, Sharath and Roulet, Vincent and Campbell-Ajala, Folawiyo and Sessa, Pier Giuseppe and Xintian and Wu and Lai, Guangda and Collins, Paul and Haig, Alex and Sakenas, Vytenis and Xu, Xiaowei and Giustina, Marissa and Shafey, Laurent El and Charoenpanit, Pichi and Garg, Shefali and Ainslie, Joshua and Severson, Boone and Arenas, Montse Gonzalez and Pathak, Shreya and Rajayogam, Sujee and Feng, Jie and Bakker, Michiel and Li, Sheng and Wichers, Nevan and Rogers, Jamie and Geng, Xinyang and Li, Yeqing and Jagerman, Rolf and Jia, Chao and Olmert, Nadav and Sharon, David and Mauger, Matthew and Mariserla, Sandeep and Ma, Hongxu and Mohabey, Megha and Kim, Kyuyeun and Andreev, Alek and Pollom, Scott and Love, Juliette and Jain, Vihan and Agrawal, Priyanka and Schroecker, Yannick and Fortin, Alisa and Warmuth, Manfred and Liu, Ji and Leach, Andrew and Blok, Irina and Girirajan, Ganesh Poomal and Aharoni, Roee and Uria, Benigno and Sozanschi, Andrei and Goldberg, Dan and Ionita, Lucian and Ribeiro, Marco Tulio and Zlocha, Martin and Birodkar, Vighnesh and Lachgar, Sami and Yuan, Liangzhe and Choudhury, Himadri and Ginsberg, Matt and Zheng, Fei and Dibb, Gregory and Graves, Emily and Lokhande, Swachhand and Rasskin, Gabriel and Muraru, George-Cristian and Quick, Corbin and Tata, Sandeep and Sermanet, Pierre and Chawla, Aditya and Karo, Itay and Wang, Yan and Zhang, Susan and Keller, Orgad and Dragan, Anca and Su, Guolong and Chou, Ian and Liu, Xi and Tao, Yiqing and Prabhakara, Shruthi and Wilson, Marc and Liu, Ruibo and Wang, Shibo and Evans, Georgie and Du, David and Castaño, Alfonso and Prasad, Gautam and Mahdy, Mona El and Gerlach, Sebastian and Reid, Machel and Kahn, Jarrod and Zait, Amir and Pillai, Thanumalayan Sankaranarayana and Ulrich, Thatcher and Wang, Guanyu and Wassenberg, Jan and Farkash, Efrat and Yalasangi, Kiran and Wang, Congchao and Bauza, Maria and Bucher, Simon and Liu, Ting and Yan, Jun and Leung, Gary and Sindhwani, Vikas and Barnes, Parker and Singh, Avi and Jurin, Ivan and Chang, Jichuan and Bhumihar, Niket Kumar and Eiger, Sivan and Citovsky, Gui and Withbroe, Ben and Li, Zhang and Xue, Siyang and Santo, Niccolò Dal and Stoyanov, Georgi and Raimond, Yves and Zheng, Steven and Gao, Yilin and Listík, Vít and Kwasiborski, Sławek and Saputro, Rachel and Ozturel, Adnan and Mallya, Ganesh and Majmundar, Kushal and West, Ross and Caron, Paul and Wei, Jinliang and Castrejon, Lluis and Vikram, Sharad and Ramachandran, Deepak and Dhawan, Nikhil and Park, Jiho and Smoot, Sara and Driessche, George van den and Blau, Yochai and Malik, Chase and Liang, Wei and Hirsch, Roy and Santos, Cicero Nogueira dos and Weinstein, Eugene and Oord, Aäron van den and Lall, Sid and FitzGerald, Nicholas and Jiang, Zixuan and Yang, Xuan and Webster, Dale and Elqursh, Ali and Pope, Aedan and Rotival, Georges and Raposo, David and Zhu, Wanzheng and Dean, Jeff and Alabed, Sami and Tran, Dustin and Gupta, Arushi and Gleicher, Zach and Austin, Jessica and Rosseel, Edouard and Umekar, Megh and Das, Dipanjan and Sun, Yinghao and Chen, Kai and Misiunas, Karolis and Zhou, Xiang and Di, Yixian and Loo, Alyssa and Newlan, Josh and Li, Bo and Ramasesh, Vinay and Xu, Ying and Chen, Alex and Gandhe, Sudeep and Soricut, Radu and Gupta, Nikita and Hu, Shuguang and El-Sayed, Seliem and Garcia, Xavier and Brusilovsky, Idan and Chen, Pu-Chin and Bolt, Andrew and Huang, Lu and Gurney, Alex and Zhang, Zhiying and Pritzel, 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Mallinson, Jonathan and Joshi, Pankaj and Crawford, Andy and Suggala, Arun and Chien, Steve and Fernando, Nick and Sanchez-Vargas, Mariella and Williams, Duncan and Crone, Phil and Luo, Xiyang and Karpov, Igor and Shan, Jyn and Thurk, Terry and Strudel, Robin and Voigtlaender, Paul and Patil, Piyush and Dozat, Tim and Khodaei, Ali and Singla, Sahil and Ambroszczyk, Piotr and Wu, Qiyin and Chang, Yifan and Roark, Brian and Hegde, Chaitra and Ding, Tianli and Filos, Angelos and Wu, Zhongru and Pinto, André Susano and Liu, Shuang and Khanna, Saarthak and Pandey, Aditya and Mcloughlin, Siobhan and Li, Qiujia and Haves, Sam and Zhou, Allan and Buchatskaya, Elena and Leal, Isabel and Boursac, Peter de and Akazawa, Nami and Anderson, Nina and Chen, Terry and Somandepalli, Krishna and Liang, Chen and Goenka, Sheela and Winkler, Stephanie and Grushetsky, Alexander and Ding, Yifan and Smith, Jamie and Ye, Fan and Pont-Tuset, Jordi and Li, Eric and Li, Ruichao and Golany, Tomer and Wegner, Dawid and Jiang, Tao and Barak, Omer and Shangguan, Yuan and Vértes, Eszter and Wong, Renee and Bornschein, Jörg and Tudor, Alex and Bevilacqua, Michele and Schaul, Tom and Rawat, Ankit Singh and Zhao, Yang and Axiotis, Kyriakos and Meng, Lei and McLean, Cory and Lai, Jonathan and Beattie, Jennifer and Kushman, Nate and Liu, Yaxin and Kutzman, Blair and Lang, Fiona and Ye, Jingchen and Netrapalli, Praneeth and Mishra, Pushkar and Khan, Myriam and Goel, Megha and Willoughby, Rob and Tian, David and Zhuang, Honglei and Chen, JD and Tsai, Zak and Kementsietsidis, Tasos and Khare, Arjun and Keeling, James and Xu, Keyang and Waters, Nathan and Altché, Florent and Popat, Ashok and Mittal, Bhavishya and Saxton, David and Badawy, Dalia El and Mathieu, Michael and Zheng, Zheng and Zhou, Hao and Ranka, Nishant and Shin, Richard and Duan, Qingnan and Salimans, Tim and Mihailescu, Ioana and Shaham, Uri and Chang, Ming-Wei and Assael, Yannis and Dikkala, Nishanth and Izzard, Martin and Cohen-Addad, Vincent and Graves, Cat and Feinberg, Vlad and Chung, Grace and Strouse, DJ and Karmon, Danny and Sharifzadeh, Sahand and Ashwood, Zoe and Pham, Khiem and Blanton, Jon and Vasiloff, Alex and Barber, Jarred and Geller, Mark and Zhou, Aurick and Zubach, Fedir and Huang, Tzu-Kuo and Zhang, Lei and Gupta, Himanshu and Young, Matt and Proskurnia, Julia and Votel, Ronny and Gabeur, Valentin and Barcik, Gabriel and Tripathi, Aditya and Yu, Hongkun and Yan, Geng and Changpinyo, Beer and Pavetić, Filip and Coyle, Amy and Fujii, Yasuhisa and Mendez, Jorge Gonzalez and Zhou, Tianhao and Rajamani, Harish and Hechtman, Blake and Cao, Eddie and Juan, Da-Cheng and Tan, Yi-Xuan and Dalibard, Valentin and Du, Yilun and Clay, Natalie and Yao, Kaisheng and Jia, Wenhao and Vijaykumar, Dimple and Zhou, Yuxiang and Bai, Xinyi and Hung, Wei-Chih and Pecht, Steven and Todorov, Georgi and Khadke, Nikhil and Gupta, Pramod and Lahoti, Preethi and Autef, Arnaud and Duddu, Karthik and Lee-Thorp, James and 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Huizhong and Goyal, Naman and Chung, Da-Woon and Liu, Lu and Su, Yao and Petrushkina, Anastasia and Shen, Jiajun and Joulin, Armand and Xu, Yuanzhong and Lin, Stein Xudong and Kulizhskaya, Yana and Chelba, Ciprian and Vasudevan, Shobha and Collins, Eli and Bashlovkina, Vasilisa and Lu, Tony and Fritz, Doug and Park, Jongbin and Zhou, Yanqi and Su, Chen and Tanburn, Richard and Sushkov, Mikhail and Rasquinha, Mitchelle and Li, Jinning and Prendki, Jennifer and Li, Yiming and LV, Pallavi and Sharma, Shriya and Fitoussi, Hen and Huang, Hui and Dai, Andrew and Dao, Phuong and Burrows, Mike and Prior, Henry and Qin, Danfeng and Pundak, Golan and Sjoesund, Lars Lowe and Khurshudov, Art and Zhu, Zhenkai and Webson, Albert and Kemp, Elizabeth and Tan, Tat and Agrawal, Saurabh and Sargsyan, Susie and Cheng, Liqun and Stephan, Jim and Kwiatkowski, Tom and Reid, David and Byravan, Arunkumar and Michaely, Assaf Hurwitz and Heess, Nicolas and Zhou, Luowei and Goenka, Sonam and Carpenter, Viral and Levskaya, Anselm and Wang, Bo and Roberts, Reed and Leblond, Rémi and Chikkerur, Sharat and Ginzburg, Stav and Chang, Max and Riachi, Robert and Chuqiao and Xu and Borsos, Zalán and Pliskin, Michael and Pawar, Julia and Lustman, Morgane and Kirkwood, Hannah and Anand, Ankit and Chaudhary, Aditi and Kalb, Norbert and Milan, Kieran and Augenstein, Sean and Goldie, Anna and Prince, Laurel and Raman, Karthik and Sun, Yanhua and Xia, Vivian and Cohen, Aaron and Huo, Zhouyuan and Camp, Josh and Ellis, Seher and Zilka, Lukas and Torres, David Vilar and Patel, Lisa and Arora, Sho and Chan, Betty and Adler, Jonas and Ayoub, Kareem and Liang, Jacky and Jamil, Fayaz and Jiang, Jiepu and Baumgartner, Simon and Sun, Haitian and Karov, Yael and Akulov, Yaroslav and Zheng, Hui and Cai, Irene and Fantacci, Claudio and Rubin, James and Acha, Alex Rav and Wang, Mengchao and D'Souza, Nina and Sathyanarayana, Rohit and Dai, Shengyang and Rowe, Simon and Simanovsky, Andrey and Goldman, Omer and Kuang, 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Theophane and Yang, Haichuan and Jiang, Pan-Pan and Akin, Berkin and Fu, Zhao and Wainwright, Marcus and Zou, Chi and Gaba, Meenu and Manzagol, Pierre-Antoine and Kan, Wendy and Song, Yang and Zainullina, Karina and Lin, Rui and Ko, Jeongwoo and Deshmukh, Salil and Jindal, Apoorv and Svensson, James and Tyam, Divya and Zhao, Heri and Kaeser-Chen, Christine and Baird, Scott and Moradi, Pooya and Hall, Jamie and Guo, Qiuchen and Tsang, Vincent and Liang, Bowen and Pereira, Fernando and Ganesh, Suhas and Korotkov, Ivan and Adamek, Jakub and Thiagarajan, Sridhar and Tran, Vinh and Chen, Charles and Tar, Chris and Jain, Sanil and Dasgupta, Ishita and Bilal, Taylan and Reitter, David and Zhao, Kai and Vezzani, Giulia and Gehman, Yasmin and Mehta, Pulkit and Beltrone, Lauren and Dotiwalla, Xerxes and Guadarrama, Sergio and Abbas, Zaheer and Karp, Stefani and Georgiev, Petko and Ferng, Chun-Sung and Brockschmidt, Marc and Peng, Liqian and Hirnschall, Christoph and Verma, Vikas and Bi, Yingying and Xiao, Ying and Dabush, Avigail and Xu, Kelvin and Wallis, Phil and Parker, Randall and Wang, Qifei and Xu, Yang and Safarli, Ilkin and Tewari, Dinesh and Zhang, Yin and Kim, Seungyeon and Gesmundo, Andrea and Thomas, Mackenzie and Levi, Sergey and Chowdhury, Ahmed and Rao, Kanishka and Garst, Peter and Conway-Rahman, Sam and Ran, Helen and McKinney, Kay and Xiao, Zhisheng and Yu, Wenhao and Agrawal, Rohan and Stjerngren, Axel and Ionescu, Catalin and Chen, Jingjing and Sharma, Vivek and Chiu, Justin and Liu, Fei and Franko, Ken and Sanford, Clayton and Cai, Xingyu and Michel, Paul and Ganapathy, Sanjay and Labanowski, Jane and Garrett, Zachary and Vargas, Ben and Sun, Sean and Gale, Bryan and Buschmann, Thomas and Desjardins, Guillaume and Ghelani, Nimesh and Jain, Palak and Verma, Mudit and Asawaroengchai, Chulayuth and Eisenschlos, Julian and Harlalka, Jitendra and Kazawa, Hideto and Metzler, Don and Howland, Joshua and Jian, Ying and Ades, Jake and Shah, Viral and Gangwani, Tynan and Lee, Seungji and Ring, Roman and Hernandez, Steven M. and Reich, Dean and Sinha, Amer and Sathe, Ashutosh and Kovac, Joe and Gill, Ashleah and Kannan, Ajay and D'olimpio, Andrea and Sevenich, Martin and Whang, Jay and Kim, Been and Sim, Khe Chai and Chen, Jilin and Zhang, Jiageng and Lall, Shuba and Matias, Yossi and Jia, Bill and Friesen, Abe and Nasso, Sara and Thapliyal, Ashish and Perozzi, Bryan and Yu, Ting and Shekhawat, Anna and Huda, Safeen and Grabowski, Peter and Wang, Eric and Sreevatsa, Ashwin and Dib, Hilal and Hassen, Mehadi and Schuh, Parker and Milutinovic, Vedrana and Welty, Chris and Quinn, Michael and Shah, Ali and Wang, Bangju and Barth-Maron, Gabe and Frye, Justin and Axelsson, Natalie and Zhu, Tao and Ma, Yukun and Giannoumis, Irene and Sedghi, Hanie and Ye, Chang and Luan, Yi and Aydin, Kevin and Chandra, Bilva and Sampathkumar, Vivek and Huang, Ronny and Lavrenko, Victor and Eleryan, Ahmed and Hong, Zhi and Hansen, Steven and Carthy, Sara Mc and Samanta, Bidisha and Ćevid, Domagoj and Wang, Xin and Li, Fangtao and Voznesensky, Michael and Hoffman, Matt and Terzis, Andreas and Sehwag, Vikash and Fidel, Gil and He, Luheng and Cai, Mu and He, Yanzhang and Feng, Alex and Nikoltchev, Martin and Phatale, Samrat and Chase, Jason and Lawton, Rory and Zhang, Ming and Ouyang, Tom and Tragut, Manuel and Manshadi, Mehdi Hafezi and Narayanan, Arjun and Shen, Jiaming and Gao, Xu and Bolukbasi, Tolga and Roy, Nick and Li, Xin and Golovin, Daniel and Panait, Liviu and Qin, Zhen and Han, Guangxing and Anthony, Thomas and Kudugunta, Sneha and Patraucean, Viorica and Ray, Aniket and Chen, Xinyun and Yang, Xiaochen and Bhatia, Tanuj and Talluri, Pranav and Morris, Alex and Ražnatović, Andrija and Brownfield, Bethanie and An, James and Peng, Sheng and Kane, Patrick and Zheng, Ce and Duduta, Nico and Kessinger, Joshua and Noraky, James and Liu, Siqi and Rong, Keran and Veličković, Petar and Rush, Keith and Goldin, Alex and Wei, Fanny and Garlapati, Shiva Mohan Reddy and Pantofaru, Caroline and Kwon, Okwan and Ni, Jianmo and Noland, Eric and Trapani, Julia Di and Beaufays, Françoise and Roy, Abhijit Guha and Chow, Yinlam and Turker, Aybuke and Cideron, Geoffrey and Mei, Lantao and Clark, Jon and Dou, Qingyun and Bošnjak, Matko and Leith, Ralph and Du, Yuqing and Yazdanbakhsh, Amir and Nasr, Milad and Kwak, Chester and Sheth, Suraj Satishkumar and Kaskasoli, Alex and Anand, Ankesh and Lakshminarayanan, Balaji and Jerome, Sammy and Bieber, David and Chu, Chun-Te and Senges, Alexandre and Shen, Tianxiao and Sridhar, Mukund and Ndebele, Ndaba and Beyret, Benjamin and Mohamed, Shakir and Chen, Mia and Freitag, Markus and Guo, Jiaxian and Liu, Luyang and Roit, Paul and Chen, Heng and Yan, Shen and Stone, Tom and Co-Reyes, JD and Cole, Jeremy and Scellato, Salvatore and Azizi, Shekoofeh and Hashemi, Hadi and Jin, Alicia and Iyer, Anand and Valentine, Marcella and György, András and Ahuja, Arun and Diaz, Daniel Hernandez and Lee, Chen-Yu and Clement, Nathan and Kong, Weize and Garmon, Drew and Watts, Ishaan and Bhatia, Kush and Gupta, Khyatti and Miecnikowski, Matt and Vallet, Hugo and Taly, Ankur and Loper, Edward and Joshi, Saket and Atwood, James and Chick, Jo and Collier, Mark and Iliopoulos, Fotis and Trostle, Ryan and Gunel, Beliz and Leal-Cavazos, Ramiro and Hrafnkelsson, Arnar Mar and Guzman, Michael and Ju, Xiaoen and Forbes, Andy and Emond, Jesse and Chauhan, Kushal and Caine, Ben and Xiao, Li and Zeng, Wenjun and Moufarek, Alexandre and Murphy, Daniel and Meng, Maya and Gupta, Nitish and Riedel, Felix and Das, Anil and Lawal, Elijah and Narayan, Shashi and Sosea, Tiberiu and Swirhun, James and Friso, Linda and Neyshabur, Behnam and Lu, Jing and Girgin, Sertan and Wunder, Michael and Yvinec, Edouard and Pyne, Aroonalok and Carbune, Victor and Rijhwani, Shruti and Guo, Yang and Doshi, Tulsee and Briukhov, Anton and Bain, Max and Hitron, Ayal and Wang, Xuanhui and Gupta, Ashish and Chen, Ke and Du, Cosmo and Zhang, Weiyang and Shah, Dhruv and Akula, Arjun and Dylla, Max and Kachra, Ashyana and Kuo, Weicheng and Zou, Tingting and Wang, Lily and Xu, Luyao and Zhu, Jifan and Snyder, Justin and Menon, Sachit and Firat, Orhan and Mordatch, Igor and Yuan, Yuan and Ponomareva, Natalia and Blevins, Rory and Moore, Lawrence and Wang, Weijun and Chen, Phil and Scholz, Martin and Dwornik, Artur and Lin, Jason and Li, Sicheng and Antognini, Diego and I, Te and Song, Xiaodan and Miller, Matt and Kalra, Uday and Raveret, Adam and Akerlund, Oscar and Wu, Felix and Nystrom, Andrew and Godbole, Namrata and Liu, Tianqi and DeBalsi, Hannah and Zhao, Jewel and Liu, Buhuang and Caciularu, Avi and Lax, Lauren and Khandelwal, Urvashi and Langston, Victoria and Bailey, Eric and Lattanzi, Silvio and Wang, Yufei and Kovelamudi, Neel and Mondal, Sneha and Guruganesh, Guru and Hua, Nan and Roval, Ofir and Wesołowski, Paweł and Ingale, Rishikesh and Halcrow, Jonathan and Sohn, Tim and Angermueller, Christof and Raad, 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Andy and Amelot, Julien and Wang, Guohui and Kim, Frank and Strinopoulos, Theofilos and Wan, Hui and Lan, Charline Le and Krishnan, Shankar and Tang, Haotian and Humphreys, Peter and Bai, Junwen and Shtacher, Idan Heimlich and Machado, Diego and Pang, Chenxi and Burke, Ken and Liu, Dangyi and Aravamudhan, Renga and Song, Yue and Hirst, Ed and Singh, Abhimanyu and Jou, Brendan and Bai, Liang and Piccinno, Francesco and Fu, Chuyuan Kelly and Alazard, Robin and Meiri, Barak and Winter, Daniel and Chen, Charlie and Zhang, Mingda and Heitkaemper, Jens and Lambert, John and Lee, Jinhyuk and Frömmgen, Alexander and Rogulenko, Sergey and Nair, Pranav and Niemczyk, Paul and Bulyenov, Anton and Xu, Bibo and Shemtov, Hadar and Zadimoghaddam, Morteza and Toropov, Serge and Wirth, Mateo and Dai, Hanjun and Gollapudi, Sreenivas and Zheng, Daniel and Kurakin, Alex and Lee, Chansoo and Bullard, Kalesha and Serrano, Nicolas and Balazevic, Ivana and Li, Yang and Schalkwyk, Johan and Murphy, Mark and Zhang, Mingyang and Sequeira, Kevin and Datta, Romina and Agrawal, Nishant and Sutton, Charles and Attaluri, Nithya and Chiang, Mencher and Farhan, Wael and Thornton, Gregory and Lin, Kate and Choma, Travis and Nguyen, Hung and Dasgupta, Kingshuk and Robinson, Dirk and Comşa, Iulia and Riley, Michael and Pillai, Arjun and Mustafa, Basil and Golan, Ben and Zandieh, Amir and Lespiau, Jean-Baptiste and Porter, Billy and Ross, David and Rajayogam, Sujeevan and Agarwal, Mohit and Venugopalan, Subhashini and Shahriari, Bobak and Yan, Qiqi and Xu, Hao and Tobin, Taylor and Dubov, Pavel and Shi, Hongzhi and Recasens, Adrià and Kovsharov, Anton and Borgeaud, Sebastian and Dery, Lucio and Vasanth, Shanthal and Gribovskaya, Elena and Qiu, Linhai and Mahdieh, Mahdis and Skut, Wojtek and Nielsen, Elizabeth and Zheng, CJ and Yu, Adams and Bostock, Carrie Grimes and Gupta, Shaleen and Archer, Aaron and Rawles, Chris and Davies, Elinor and Svyatkovskiy, Alexey and Tsai, Tomy and Halpern, Yoni and 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and Noble, Isaac and Lee, Lisa and Vázquez-Reina, Amelio and Salazar, Julian and Yang, Xiaomeng and Wang, Boyu and Gruzewska, Ela and Rao, Anand and Raghuram, Sindhu and Xu, Zheng and Ben-David, Eyal and Mei, Jieru and Dalmia, Sid and Zhang, Zhaoyi and Liu, Yuchen and Bansal, Gagan and Pankov, Helena and Schwarcz, Steven and Burns, Andrea and Chan, Christine and Sanghai, Sumit and Liang, Ricky and Liang, Ethan and He, Antoine and Stuart, Amy and Narayanan, Arun and Zhu, Yukun and Frank, Christian and Fatemi, Bahar and Sabne, Amit and Lang, Oran and Bhattacharya, Indro and Settle, Shane and Wang, Maria and McMahan, Brendan and Tacchetti, Andrea and Soares, Livio Baldini and Hadian, Majid and Cabi, Serkan and Chung, Timothy and Putikhin, Nikita and Li, Gang and Chen, Jeremy and Tarango, Austin and Michalewski, Henryk and Kazemi, Mehran and Masoom, Hussain and Sheftel, Hila and Shivanna, Rakesh and Vadali, Archita and Comanescu, Ramona and Reid, Doug and Moore, Joss and Neelakantan, 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Donghyun and Yao, Rui and Naeem, Ferjad and Butt, Shiraz and Kim, Eunyoung and Jia, Zhipeng and Jordan, Mandy and Lelkes, Adam and Kurzeja, Mark and Wang, Sophie and Zhao, James and Over, Andrew and Chakladar, Abhishek and Prasetya, Marcel and Jha, Neha and Ganapathy, Sriram and Cong, Yale and Shroff, Prakash and Saroufim, Carl and Miryoosefi, Sobhan and Hammad, Mohamed and Nasir, Tajwar and Xi, Weijuan and Gao, Yang and Maeng, Young and Hora, Ben and Cheng, Chin-Yi and Haghani, Parisa and Lewenberg, Yoad and Lu, Caden and Matysiak, Martin and Raisinghani, Naina and Wang, Huiyu and Baugher, Lexi and Sukthankar, Rahul and Giang, Minh and Schultz, John and Fiedel, Noah and Chen, Minmin and Lee, Cheng-Chun and Dey, Tapomay and Zheng, Hao and Paul, Shachi and Smith, Celine and Ly, Andy and Wang, Yicheng and Bansal, Rishabh and Perz, Bartek and Ricco, Susanna and Blank, Stasha and Keshava, Vaishakh and Sharma, Deepak and Chow, Marvin and Lad, Kunal and Jalan, Komal and Osindero, Simon and 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Hasselt, Hado van and Grant, Svetlana and Chervonyi, Yuri and Silver, David and Hogue, Andrew and Agarwal, Ayushi and Wang, Kathie and Singh, Preeti and Flynn, Four and Lipschultz, Josh and David, Robert and Bellot, Lizzetth and Yang, Yao-Yuan and Le, Long and Graziano, Filippo and Olszewska, Kate and Hui, Kevin and Maurya, Akanksha and Parotsidis, Nikos and Chen, Weijie and Oguntebi, Tayo and Kelley, Joe and Baddepudi, Anirudh and Mauerer, Johannes and Shaw, Gregory and Siegman, Alex and Yang, Lin and Shetty, Shravya and Roy, Subhrajit and Song, Yunting and Stokowiec, Wojciech and Burnell, Ryan and Savant, Omkar and Busa-Fekete, Robert and Miao, Jin and Ghosh, Samrat and MacDermed, Liam and Lippe, Phillip and Dektiarev, Mikhail and Behrman, Zach and Mentzer, Fabian and Nguyen, Kelvin and Wei, Meng and Verma, Siddharth and Knutsen, Chris and Dasari, Sudeep and Yan, Zhipeng and Mitrichev, Petr and Wang, Xingyu and Shejwalkar, Virat and Austin, Jacob and Sunkara, Srinivas and Potti, Navneet and Virin, Yan and Wright, Christian and Liu, Gaël and Riva, Oriana and Pot, Etienne and Kochanski, Greg and Le, Quoc and Balasubramaniam, Gargi and Dhar, Arka and Liao, Yuguo and Bloniarz, Adam and Shukla, Divyansh and Cole, Elizabeth and Lee, Jong and Zhang, Sheng and Kafle, Sushant and Vashishtha, Siddharth and Mahmoudieh, Parsa and Chen, Grace and Hoffmann, Raphael and Srinivasan, Pranesh and Lago, Agustin Dal and Shalom, Yoav Ben and Wang, Zi and Elabd, Michael and Sharma, Anuj and Oh, Junhyuk and Kothawade, Suraj and Le, Maigo and Monteiro, Marianne and Yang, Shentao and Alarakyia, Kaiz and Geirhos, Robert and Mincu, Diana and Garnes, Håvard and Kobayashi, Hayato and Mariooryad, Soroosh and Krasowiak, Kacper and Zhixin and Lai and Mourad, Shibl and Wang, Mingqiu and Bu, Fan and Aharoni, Ophir and Chen, Guanjie and Goyal, Abhimanyu and Zubov, Vadim and Bapna, Ankur and Dabir, Elahe and Kothari, Nisarg and Lamerigts, Kay and Cao, Nicola De and Shar, Jeremy and Yew, Christopher and Kulkarni, Nitish and Mahaarachchi, Dre and Joshi, Mandar and Zhu, Zhenhai and Lichtarge, Jared and Zhou, Yichao and Muckenhirn, Hannah and Selo, Vittorio and Vinyals, Oriol and Chen, Peter and Brohan, Anthony and Mehta, Vaibhav and Cogan, Sarah and Wang, Ruth and Geri, Ty and Ko, Wei-Jen and Chen, Wei and Viola, Fabio and Shivam, Keshav and Wang, Lisa and Elish, Madeleine Clare and Popa, Raluca Ada and Pereira, Sébastien and Liu, Jianqiao and Koster, Raphael and Kim, Donnie and Zhang, Gufeng and Ebrahimi, Sayna and Talukdar, Partha and Zheng, Yanyan and Poklukar, Petra and Mikhalap, Ales and Johnson, Dale and Vijayakumar, Anitha and Omernick, Mark and Dibb, Matt and Dubey, Ayush and Hu, Qiong and Suman, Apurv and Aggarwal, Vaibhav and Kornakov, Ilya and Xia, Fei and Lowe, Wing and Kolganov, Alexey and Xiao, Ted and Nikolaev, Vitaly and Hemingray, Steven and Li, Bonnie and Iljazi, Joana and Rybiński, Mikołaj and Sandhu, Ballie and Lu, Peggy and Luong, Thang and Jenatton, Rodolphe and Govindaraj, Vineetha and Hui and Li and Dulac-Arnold, Gabriel and Park, Wonpyo and Wang, Henry and Modi, Abhinit and Pouget-Abadie, Jean and Greller, Kristina and Gupta, Rahul and Berry, Robert and Ramachandran, Prajit and Xie, Jinyu and McCafferty, Liam and Wang, Jianling and Gupta, Kilol and Lim, Hyeontaek and Bratanič, Blaž and Brock, Andy and Akolzin, Ilia and Sproch, Jim and Karliner, Dan and Kim, Duhyeon and Goedeckemeyer, Adrian and Shazeer, Noam and Schmid, Cordelia and Calandriello, Daniele and Bhatia, Parul and Choromanski, Krzysztof and Montgomery, Ceslee and Dua, Dheeru and Ramalho, Ana and King, Helen and Gao, Yue and Nguyen, Lynn and Lindner, David and Pitta, Divya and Johnson, Oleaser and Salama, Khalid and Ardila, Diego and Han, Michael and Farnese, Erin and Odoom, Seth and Wang, Ziyue and Ding, Xiangzhuo and Rink, Norman and Smith, Ray and Lehri, Harshal Tushar and Cohen, Eden and Vats, Neera and He, Tong and Gopavarapu, Parthasarathy and Paszke, Adam and Patel, Miteyan and Gansbeke, Wouter Van and Loher, Lucia and Castro, Luis and Voitovich, Maria and Glehn, Tamara von and George, Nelson and Niklaus, Simon and Eaton-Rosen, Zach and Rakićević, Nemanja and Jue, Erik and Perel, Sagi and Zhang, Carrie and Bahat, Yuval and Pouget, Angéline and Xing, Zhi and Huot, Fantine and Shenoy, Ashish and Bos, Taylor and Coriou, Vincent and Richter, Bryan and Noy, Natasha and Wang, Yaqing and Ontanon, Santiago and Qin, Siyang and Makarchuk, Gleb and Hassabis, Demis and Li, Zhuowan and Sharma, Mandar and Venkatesan, Kumaran and Kemaev, Iurii and Daniel, Roxanne and Huang, Shiyu and Shah, Saloni and Ponce, Octavio and Warren and Chen and Faruqui, Manaal and Wu, Jialin and Andačić, Slavica and Payrits, Szabolcs and McDuff, Daniel and Hume, Tom and Cao, Yuan and Tessler, MH and Wang, Qingze and Wang, Yinan and Rendulic, Ivor and Agustsson, Eirikur and Johnson, Matthew and Lando, Tanya and Howard, Andrew and Padmanabhan, Sri Gayatri Sundara and Daswani, Mayank and Banino, Andrea and Kilgore, Michael and Heek, Jonathan and Ji, Ziwei and Caceres, Alvaro and Li, Conglong and Kassner, Nora and Vlaskin, Alexey and Liu, Zeyu and Grills, Alex and Hou, Yanhan and Sukkerd, Roykrong and Cheon, Gowoon and Shetty, Nishita and Markeeva, Larisa and Stanczyk, Piotr and Iyer, Tejas and Gong, Yuan and Gao, Shawn and Gopalakrishnan, Keerthana and Blyth, Tim and Reynolds, Malcolm and Bhoopchand, Avishkar and Bilenko, Misha and Gharibian, Dero and Zayats, Vicky and Faust, Aleksandra and Singh, Abhinav and Ma, Min and Jiao, Hongyang and Vijayanarasimhan, Sudheendra and Aroyo, Lora and Yadav, Vikas and Chakera, Sarah and Kakarla, Ashwin and Meshram, Vilobh and Gregor, Karol and Botea, Gabriela and Senter, Evan and Jia, Dawei and Kovacs, Geza and Sharma, Neha and Baur, Sebastien and Kang, Kai and He, Yifan and Zhuo, Lin and Kostelac, Marija and Laish, Itay and Peng, Songyou and O'Bryan, Louis and Kasenberg, Daniel and Rao, Girish Ramchandra and Leurent, Edouard and Zhang, Biao and Stevens, Sage and Salazar, Ana and Zhang, Ye and Lobov, Ivan and Walker, Jake and Porter, Allen and Redshaw, Morgan and Ke, Han and Rao, Abhishek and Lee, Alex and Lam, Hoi and Moffitt, Michael and Kim, Jaeyoun and Qiao, Siyuan and Koo, Terry and Dadashi, Robert and Song, Xinying and Sundararajan, Mukund and Xu, Peng and Kawamoto, Chizu and Zhong, Yan and Barbu, Clara and Reddy, Apoorv and Verzetti, Mauro and Li, Leon and Papamakarios, George and Klimczak-Plucińska, Hanna and Cassin, Mary and Kavukcuoglu, Koray and Swavely, Rigel and Vaucher, Alain and Zhao, Jeffrey and Hemsley, Ross and Tschannen, Michael and Ge, Heming and Menghani, Gaurav and Yu, Yang and Ha, Natalie and He, Wei and Wu, Xiao and Song, Maggie and Sterneck, Rachel and Zinke, Stefan and Calian, Dan A. and Marsden, Annie and Ruiz, Alejandro Cruzado and Hessel, Matteo and Gueta, Almog and Lee, Benjamin and Farris, Brian and Gupta, Manish and Li, Yunjie and Saleh, Mohammad and Misra, Vedant and Xiao, Kefan and Mendolicchio, Piermaria and Buttimore, Gavin and Krayvanova, Varvara and Nayakanti, Nigamaa and Wiethoff, Matthew and Pande, Yash and Mirhoseini, Azalia and Lao, Ni and Liu, Jasmine and Hua, Yiqing and Chen, Angie and Malkov, Yury and Kalashnikov, Dmitry and Gupta, Shubham and Audhkhasi, Kartik and Zhai, Yuexiang and Kopalle, Sudhindra and Jain, Prateek and Ofek, Eran and Meyer, Clemens and Baatarsukh, Khuslen and Strejček, Hana and Qian, Jun and Freedman, James and Figueira, Ricardo and Sokolik, Michal and Bachem, Olivier and Lin, Raymond and Kharrat, Dia and Hidey, Chris and Xu, Pingmei and Duan, Dennis and Li, Yin and Ersoy, Muge and Everett, Richard and Cen, Kevin and Santamaria-Fernandez, Rebeca and Taubenfeld, Amir and Mackinnon, Ian and Deng, Linda and Zablotskaia, Polina and Viswanadha, Shashank and Goel, Shivanker and Yates, Damion and Deng, Yunxiao and Choy, Peter and Chen, Mingqing and Sinha, Abhishek and Mossin, Alex and Wang, Yiming and Szlam, Arthur and Hao, Susan and Rubenstein, Paul Kishan and Toksoz-Exley, Metin and Aperghis, Miranda and Zhong, Yin and Ahn, Junwhan and Isard, Michael and Lacombe, Olivier and Luisier, Florian and Anastasiou, Chrysovalantis and Kalley, Yogesh and Prabhu, Utsav and Dunleavy, Emma and Bijwadia, Shaan and Mao-Jones, Justin and Chen, Kelly and Pasumarthi, Rama and Wood, Emily and Dostmohamed, Adil and Hurley, Nate and Simsa, Jiri and Parrish, Alicia and Pajarskas, Mantas and Harvey, Matt and Skopek, Ondrej and Kochinski, Yony and Rey, Javier and Rieser, Verena and Zhou, Denny and Lee, Sun Jae and Acharya, Trilok and Li, Guowang and Jiang, Joe and Zhang, Xiaofan and Gipson, Bryant and Mahintorabi, Ethan and Gelmi, Marco and Khajehnouri, Nima and Yeh, Angel and Lee, Kayi and Matthey, Loic and Baker, Leslie and Pham, Trang and Fu, Han and Pak, Alex and Gupta, Prakhar and Vasconcelos, Cristina and Sadovsky, Adam and Walker, Brian and Hsiao, Sissie and Zochbauer, Patrik and Marzoca, Andreea and Velan, Noam 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Honglong and Piqueras, Enrique and Woodward, Josh and Bissacco, Alessandro and Haykal, Salem and Bordbar, Mahyar and Sundaram, Prasha and Hodkinson, Sarah and Toyama, Daniel and Polovets, George and Myers, Austin and Sinha, Anu and Levinboim, Tomer and Krishnakumar, Kashyap and Chhaparia, Rachita and Sholokhova, Tatiana and Gundavarapu, Nitesh Bharadwaj and Jawahar, Ganesh and Qureshi, Haroon and Hu, Jieru and Momchev, Nikola and Rahtz, Matthew and Wu, Renjie and S, Aishwarya P and Dhamdhere, Kedar and Guo, Meiqi and Gupta, Umang and Eslami, Ali and Schain, Mariano and Blokzijl, Michiel and Welling, David and Orr, Dave and Bolelli, Levent and Perez-Nieves, Nicolas and Sirotenko, Mikhail and Prasad, Aman and Kar, Arjun and Pigem, Borja De Balle and Terzi, Tayfun and Weisz, Gellért and Ghosh, Dipankar and Mavalankar, Aditi and Madeka, Dhruv and Daugaard, Kaspar and Adam, Hartwig and Shah, Viraj and Berman, Dana and Tran, Maggie and Baker, Steven and Andrejczuk, Ewa and Chole, Grishma and Raboshchuk, Ganna and Mirzazadeh, Mahdi and Kagohara, Thais and Wu, Shimu and Schallhart, Christian and Orlando, Bernett and Wang, Chen and Rrustemi, Alban and Xiong, Hao and Liu, Hao and Vezer, Arpi and Ramsden, Nolan and Chang, Shuo-yiin and Mudgal, Sidharth and Li, Yan and Vieillard, Nino and Hoshen, Yedid and Ahmad, Farooq and Slone, Ambrose and Hua, Amy and Potikha, Natan and Rossini, Mirko and Stritar, Jon and Prakash, Sushant and Wang, Zifeng and Dong, Xuanyi and Nazari, Alireza and Nehoran, Efrat and Tekelioglu, Kaan and Li, Yinxiao and Badola, Kartikeya and Funkhouser, Tom and Li, Yuanzhen and Yerram, Varun and Ganeshan, Ramya and Formoso, Daniel and Langner, Karol and Shi, Tian and Li, Huijian and Yamamori, Yumeya and Panda, Amayika and Saade, Alaa and Scarpati, Angelo Scorza and Breaux, Chris and Carey, CJ and Zhou, Zongwei and Hsieh, Cho-Jui and Bridgers, Sophie and Butryna, Alena and Gupta, Nishesh and Tulsyan, Vaibhav and Woo, Sanghyun and Eltyshev, Evgenii and Grathwohl, Will and Parks, Chanel and Benjamin, Seth and Panigrahy, Rina and Dodhia, Shenil and Freitas, Daniel De and Sauer, Chris and Song, Will and Alet, Ferran and Tolins, Jackson and Paduraru, Cosmin and Zhou, Xingyi and Albert, Brian and Zhang, Zizhao and Shu, Lei and Bansal, Mudit and Nguyen, Sarah and Globerson, Amir and Xiao, Owen and Manyika, James and Hennigan, Tom and Rong, Rong and Matak, Josip and Bakalov, Anton and Sharma, Ankur and Sinopalnikov, Danila and Pierson, Andrew and Roller, Stephen and Brown, Geoff and Gao, Mingcen and Fukuzawa, Toshiyuki and Ghafouri, Amin and Vassigh, Kenny and Barr, Iain and Wang, Zhicheng and Korsun, Anna and Jayaram, Rajesh and Ren, Lijie and Zaman, Tim and Khan, Samira and Lunts, Yana and Deutsch, Dan and Uthus, Dave and Katz, Nitzan and Samsikova, Masha and Khalifa, Amr and Sethi, Nikhil and Sun, Jiao and Tang, Luming and Alon, Uri and Luo, Xianghong and Yu, Dian and Nayyar, Abhishek and Petrini, Bryce and Truong, Will and Hellendoorn, Vincent and 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Scandinaro, Dylan and Chen, Qihang and Niu, Ning and Douillard, Arthur and Damoc, Bogdan and Onoe, Yasumasa and Pedregosa, Fabian and Bertsch, Fred and Leichner, Chas and Pagadora, Joseph and Malmaud, Jonathan and Ponda, Sameera and Twigg, Andy and Duzhyi, Oleksii and Shen, Jingwei and Wang, Miaosen and Garg, Roopal and Chen, Jing and Evci, Utku and Lee, Jonathan and Liu, Leon and Kojima, Koji and Yamaguchi, Masa and Rajendran, Arunkumar and Piergiovanni, AJ and Rajendran, Vinodh Kumar and Fornoni, Marco and Ibagon, Gabriel and Ragan, Harry and Khan, Sadh MNM and Blitzer, John and Bunner, Andrew and Sun, Guan and Kosakai, Takahiro and Lundberg, Scott and Elue, Ndidi and Guu, Kelvin and Park, SK and Park, Jane and Narayanaswamy, Arunachalam and Wu, Chengda and Mudigonda, Jayaram and Cohn, Trevor and Mu, Hairong and Kumar, Ravi and Graesser, Laura and Zhang, Yichi and Killam, Richard and Zhuang, Vincent and Giménez, Mai and Jishi, Wael Al and Ley-Wild, Ruy and Zhai, Alex and Osawa, Kazuki and Cedillo, Diego and Liu, Jialu and Upadhyay, Mayank and Sieniek, Marcin and Sharma, Roshan and Paine, Tom and Angelova, Anelia and Addepalli, Sravanti and Parada, Carolina and Majumder, Kingshuk and Lamp, Avery and Kumar, Sanjiv and Deng, Xiang and Myaskovsky, Artiom and Sabolić, Tea and Dudek, Jeffrey and York, Sarah and Quitry, Félix de Chaumont and Nie, Jiazhong and Cattle, Dee and Gunjan, Alok and Piot, Bilal and Khawaja, Waleed and Bang, Seojin and Wang, Simon and Khodadadeh, Siavash and R, Raghavender and Rawlani, Praynaa and Powell, Richard and Lee, Kevin and Griesser, Johannes and Oh, GS and Magalhaes, Cesar and Li, Yujia and Tokumine, Simon and Vogel, Hadas Natalie and Hsu, Dennis and BC, Arturo and Jindal, Disha and Cohen, Matan and Yang, Zi and Yuan, Junwei and Cesare, Dario de and Bruguier, Tony and Xu, Jun and Roy, Monica and Jacovi, Alon and Belov, Dan and Arya, Rahul and Meadowlark, Phoenix and Cohen-Ganor, Shlomi and Ye, Wenting and Morris-Suzuki, Patrick and Banzal, Praseem and Song, Gan and Ponnuramu, Pranavaraj and Zhang, Fred and Scrivener, George and Zaiem, Salah and Rochman, Alif Raditya and Han, Kehang and Ghazi, Badih and Lee, Kate and Drath, Shahar and Suo, Daniel and Girgis, Antonious and Shenoy, Pradeep and Nguyen, Duy and Eck, Douglas and Gupta, Somit and Yan, Le and Carreira, Joao and Gulati, Anmol and Sang, Ruoxin and Mirylenka, Daniil and Cooney, Emma and Chou, Edward and Ling, Mingyang and Fan, Cindy and Coleman, Ben and Tubone, Guilherme and Kumar, Ravin and Baldridge, Jason and Hernandez-Campos, Felix and Lazaridou, Angeliki and Besley, James and Yona, Itay and Bulut, Neslihan and Wellens, Quentin and Pierigiovanni, AJ and George, Jasmine and Green, Richard and Han, Pu and Tao, Connie and Clark, Geoff and You, Chong and Abdolmaleki, Abbas and Fu, Justin and Chen, Tongzhou and Chaugule, Ashwin and Chandorkar, Angad and Rahman, Altaf and Thompson, Will and Koanantakool, Penporn and Bernico, Mike and Ren, Jie and Vlasov, Andrey and Vassilvitskii, Sergei and Kula, Maciej and Liang, Yizhong and Kim, Dahun and Huang, Yangsibo and Ye, Chengxi and Lepikhin, Dmitry and Helmholz, Wesley}, year = {2025}, doi = {10.48550/arxiv.2507.06261}, eprint = {2507.06261}, archivePrefix = {arXiv}, url = {https://doi.org/10.48550/arxiv.2507.06261} } ``` - [← previous GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training](https://md.research.elamur.ai/free/en/papers/nacar-2025-gate-general-arabic-text-embedding/) - [next → Generating Text from Uniform Meaning Representation](https://md.research.elamur.ai/free/en/papers/markle-2025-generating-text-uniform-meaning-representation/) - [↑ back to papers of 2025](https://md.research.elamur.ai/free/en/papers/2025/page/2/) ## References 98 references, 18 of them with a card of ours. ↗ leads to the work, «find» searches for one we have no id for yet. 1. 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