Differentiable NAS Framework and Application to Ads CTR Prediction von Krishna, Ravi, Kalaiah, Aravind, Wu, Bichen, Naumov, Maxim, Mudigere, Dheevatsa, Smelyanskiy, Misha, Keutzer, Kurt

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Check-N-Run: A Checkpointing System for Training Deep Learning Recommendation Models von Eisenman, Assaf, Matam, Kiran Kumar, Ingram, Steven, Mudigere, Dheevatsa, Krishnamoorthi, Raghuraman, Nair, Krishnakumar, Smelyanskiy, Misha, Annavaram, Murali

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Nemotron-4 340B Technical Report von Nvidia, :, Adler, Bo, Agarwal, Niket, Aithal, Ashwath, Anh, Dong H, Bhattacharya, Pallab, Brundyn, Annika, Casper, Jared, Catanzaro, Bryan, Clay, Sharon, Cohen, Jonathan, Das, Sirshak, Dattagupta, Ayush, Delalleau, Olivier, Derczynski, Leon, Dong, Yi, Egert, Daniel, Evans, Ellie, Ficek, Aleksander, Fridman, Denys, Ghosh, Shaona, Ginsburg, Boris, Gitman, Igor, Grzegorzek, Tomasz, Hero, Robert, Huang, Jining, Jawa, Vibhu, Jennings, Joseph, Jhunjhunwala, Aastha, Kamalu, John, Khan, Sadaf, Kuchaiev, Oleksii, LeGresley, Patrick, Li, Hui, Liu, Jiwei, Liu, Zihan, Long, Eileen, Mahabaleshwarkar, Ameya Sunil, Majumdar, Somshubra, Maki, James, Martinez, Miguel, de Melo, Maer Rodrigues, Moshkov, Ivan, Narayanan, Deepak, Narenthiran, Sean, Navarro, Jesus, Nguyen, Phong, Nitski, Osvald, Noroozi, Vahid, Nutheti, Guruprasad, Parisien, Christopher, Parmar, Jupinder, Patwary, Mostofa, Pawelec, Krzysztof, Ping, Wei, Prabhumoye, Shrimai, Roy, Rajarshi, Saar, Trisha, Sabavat, Vasanth Rao Naik, Satheesh, Sanjeev, Scowcroft, Jane Polak, Sewall, Jason, Shamis, Pavel, Shen, Gerald, Shoeybi, Mohammad, Sizer, Dave, Smelyanskiy, Misha, Soares, Felipe, Sreedhar, Makesh Narsimhan, Su, Dan, Subramanian, Sandeep, Sun, Shengyang, Toshniwal, Shubham, Wang, Hao, Wang, Zhilin, You, Jiaxuan, Zeng, Jiaqi, Zhang, Jimmy, Zhang, Jing, Zhang, Vivienne, Zhang, Yian, Zhu, Chen

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Bandana: Using Non-volatile Memory for Storing Deep Learning Models von Eisenman, Assaf, Naumov, Maxim, Gardner, Darryl, Smelyanskiy, Misha, Pupyrev, Sergey, Hazelwood, Kim, Cidon, Asaf, Katti, Sachin

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Differentiable NAS Framework and Application to Ads CTR Prediction von Krishna, Ravi, Kalaiah, Aravind, Wu, Bichen, Naumov, Maxim, Mudigere, Dheevatsa, Smelyanskiy, Misha, Keutzer, Kurt

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A Study of BFLOAT16 for Deep Learning Training von Kalamkar, Dhiraj, Mudigere, Dheevatsa, Mellempudi, Naveen, Das, Dipankar, Banerjee, Kunal, Avancha, Sasikanth, Vooturi, Dharma Teja, Jammalamadaka, Nataraj, Huang, Jianyu, Yuen, Hector, Yang, Jiyan, Park, Jongsoo, Heinecke, Alexander, Georganas, Evangelos, Srinivasan, Sudarshan, Kundu, Abhisek, Smelyanskiy, Misha, Kaul, Bharat, Dubey, Pradeep

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Check-N-Run: A Checkpointing System for Training Deep Learning Recommendation Models von Eisenman, Assaf, Matam, Kiran Kumar, Ingram, Steven, Mudigere, Dheevatsa, Krishnamoorthi, Raghuraman, Nair, Krishnakumar, Smelyanskiy, Misha, Annavaram, Murali

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Deep Learning Recommendation Model for Personalization and Recommendation Systems von Naumov, Maxim, Mudigere, Dheevatsa, Shi, Hao-Jun Michael, Huang, Jianyu, Sundaraman, Narayanan, Park, Jongsoo, Wang, Xiaodong, Gupta, Udit, Wu, Carole-Jean, Azzolini, Alisson G, Dzhulgakov, Dmytro, Mallevich, Andrey, Cherniavskii, Ilia, Lu, Yinghai, Krishnamoorthi, Raghuraman, Yu, Ansha, Kondratenko, Volodymyr, Pereira, Stephanie, Chen, Xianjie, Chen, Wenlin, Rao, Vijay, Jia, Bill, Xiong, Liang, Smelyanskiy, Misha

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Glow: Graph Lowering Compiler Techniques for Neural Networks von Rotem, Nadav, Fix, Jordan, Abdulrasool, Saleem, Catron, Garret, Deng, Summer, Dzhabarov, Roman, Gibson, Nick, Hegeman, James, Lele, Meghan, Levenstein, Roman, Montgomery, Jack, Maher, Bert, Nadathur, Satish, Olesen, Jakob, Park, Jongsoo, Rakhov, Artem, Smelyanskiy, Misha, Wang, Man

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Nemotron-4 340B Technical Report von Nvidia, Adler, Bo, Agarwal, Niket, Aithal, Ashwath, Anh, Dong H, Bhattacharya, Pallab, Brundyn, Annika, Casper, Jared, Catanzaro, Bryan, Clay, Sharon, Cohen, Jonathan, Das, Sirshak, Dattagupta, Ayush, Delalleau, Olivier, Derczynski, Leon, Dong, Yi, Egert, Daniel, Evans, Ellie, Ficek, Aleksander, Fridman, Denys, Ghosh, Shaona, Ginsburg, Boris, Gitman, Igor, Grzegorzek, Tomasz, Hero, Robert, Huang, Jining, Jawa, Vibhu, Jennings, Joseph, Jhunjhunwala, Aastha, Kamalu, John, Khan, Sadaf, Kuchaiev, Oleksii, LeGresley, Patrick, Li, Hui, Liu, Jiwei, Liu, Zihan, Long, Eileen, Ameya Sunil Mahabaleshwarkar, Majumdar, Somshubra, Maki, James, Martinez, Miguel, Maer Rodrigues de Melo, Moshkov, Ivan, Narayanan, Deepak, Narenthiran, Sean, Navarro, Jesus, Nguyen, Phong, Nitski, Osvald, Noroozi, Vahid, Nutheti, Guruprasad, Parisien, Christopher, Parmar, Jupinder, Patwary, Mostofa, Pawelec, Krzysztof, Wei, Ping, Prabhumoye, Shrimai, Roy, Rajarshi, Saar, Trisha, Vasanth Rao Naik Sabavat, Satheesh, Sanjeev, Jane Polak Scowcroft, Sewall, Jason, Shamis, Pavel, Shen, Gerald, Shoeybi, Mohammad, Sizer, Dave, Smelyanskiy, Misha, Soares, Felipe, Makesh Narsimhan Sreedhar, Su, Dan, Subramanian, Sandeep, Sun, Shengyang, Toshniwal, Shubham, Wang, Hao, Wang, Zhilin, You, Jiaxuan, Zeng, Jiaqi, Zhang, Jimmy, Zhang, Jing, Zhang, Vivienne, Zhang, Yian, Chen, Zhu

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Bandana: Using Non-volatile Memory for Storing Deep Learning Models von Eisenman, Assaf, Naumov, Maxim, Gardner, Darryl, Smelyanskiy, Misha, Pupyrev, Sergey, Hazelwood, Kim, Cidon, Asaf, Katti, Sachin

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A Study of BFLOAT16 for Deep Learning Training von Kalamkar, Dhiraj, Mudigere, Dheevatsa, Mellempudi, Naveen, Das, Dipankar, Banerjee, Kunal, Avancha, Sasikanth, Vooturi, Dharma Teja, Nataraj Jammalamadaka, Huang, Jianyu, Yuen, Hector, Yang, Jiyan, Park, Jongsoo, Heinecke, Alexander, Georganas, Evangelos, Srinivasan, Sudarshan, Kundu, Abhisek, Smelyanskiy, Misha, Kaul, Bharat, Dubey, Pradeep

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Glow: Graph Lowering Compiler Techniques for Neural Networks von Rotem, Nadav, Fix, Jordan, Abdulrasool, Saleem, Catron, Garret, Deng, Summer, Dzhabarov, Roman, Gibson, Nick, Hegeman, James, Lele, Meghan, Levenstein, Roman, Montgomery, Jack, Maher, Bert, Nadathur, Satish, Olesen, Jakob, Park, Jongsoo, Rakhov, Artem, Smelyanskiy, Misha, Wang, Man

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Deep Learning Recommendation Model for Personalization and Recommendation Systems von Naumov, Maxim, Mudigere, Dheevatsa, Hao-Jun, Michael Shi, Huang, Jianyu, Narayanan Sundaraman, Park, Jongsoo, Wang, Xiaodong, Gupta, Udit, Carole-Jean Wu, Azzolini, Alisson G, Dzhulgakov, Dmytro, Mallevich, Andrey, Cherniavskii, Ilia, Lu, Yinghai, Krishnamoorthi, Raghuraman, Yu, Ansha, Kondratenko, Volodymyr, Pereira, Stephanie, Chen, Xianjie, Chen, Wenlin, Rao, Vijay, Jia, Bill, Xiong, Liang, Smelyanskiy, Misha

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