Gregory F. Diamos

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 13

Top Topics

Recurrent Neural Networks

Long Short Term Memory

Computational Challenges

Top Venues

Publications

Johnny Li, Saksham Consul, Eda Zhou, James Wong, Naila Farooqui, Yuxin Ye, Nithyashree Manohar, Zhuxiaona Wei, Tian Wu, Ben Echols, Sharon Zhou, Gregory F. Diamos
Banishing LLM Hallucinations Requires Rethinking Generalization. CoRR (2024)
Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Srini Bala, Daniel J. Beutel, Victor Bittorf, Akshay Chaudhari, Alexander Chowdhury, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Junyi Guo, Xinyuan Huang, David Kanter, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Jacob Rosenthal, Abhishek Singh, Jayaraman J. Thiagarajan, Anna Wuest, Maria Xenochristou, Daguang Xu, Poonam Yadav, Michael Rosenthal, Massimo Loda, Jason M. Johnson, Peter Mattson
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. CoRR (2021)
Peter Mattson, Christine Cheng, Gregory F. Diamos, Cody Coleman, Paulius Micikevicius, David A. Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debo Dutta, Udit Gupta, Kim M. Hazelwood, Andy Hock, Xinyuan Huang, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia
MLPerf Training Benchmark. MLSys (2020)
Joel Hestness, Newsha Ardalani, Gregory F. Diamos
Beyond human-level accuracy: computational challenges in deep learning. PPoPP (2019)
Jiayi Huang, Md. Mostofa Ali Patwary, Gregory F. Diamos
Coloring Big Graphs with AlphaGoZero. CoRR (2019)
Sercan Ömer Arik, Heewoo Jun, Gregory F. Diamos
Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks. CoRR (2018)
Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory F. Diamos, Erich Elsen, David García, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, Hao Wu
Mixed Precision Training. ICLR (Poster) (2018)
Sharan Narang, Gregory F. Diamos, Shubho Sengupta, Erich Elsen
Exploring Sparsity in Recurrent Neural Networks. CoRR (2017)
Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory F. Diamos, Erich Elsen, David García, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, Hao Wu
Mixed Precision Training. CoRR (2017)
Sharan Narang, Eric Undersander, Gregory F. Diamos
Block-Sparse Recurrent Neural Networks. CoRR (2017)
Joel Hestness, Sharan Narang, Newsha Ardalani, Gregory F. Diamos, Heewoo Jun, Hassan Kianinejad, Md. Mostofa Ali Patwary, Yang Yang, Yanqi Zhou
Deep Learning Scaling is Predictable, Empirically. CoRR (2017)
Sercan Ömer Arik, Gregory F. Diamos, Andrew Gibiansky, John Miller, Kainan Peng, Wei Ping, Jonathan Raiman, Yanqi Zhou
Deep Voice 2: Multi-Speaker Neural Text-to-Speech. CoRR (2017)
Gregory F. Diamos
The road to exascale AI. TIML@ISCA (2017)
Haicheng Wu, Gregory F. Diamos, Tim Sheard, Molham Aref, Sean Baxter, Michael Garland, Sudhakar Yalamanchili
Red Fox: An Execution Environment for Relational Query Processing on GPUs. CGO (2014)
Haicheng Wu, Gregory F. Diamos, Jin Wang, Si Li, Sudhakar Yalamanchili
Characterization and transformation of unstructured control flow in bulk synchronous GPU applications. Int. J. High Perform. Comput. Appl. 26 (2) (2012)
Haicheng Wu, Gregory F. Diamos, Jin Wang, Srihari Cadambi, Sudhakar Yalamanchili, Srimat T. Chakradhar
Optimizing Data Warehousing Applications for GPUs Using Kernel Fusion/Fission. IPDPS Workshops (2012)
Andrew Kerr, Gregory F. Diamos, Sudhakar Yalamanchili
Modeling GPU-CPU workloads and systems. GPGPU (2010)
Gregory F. Diamos, Sudhakar Yalamanchili
Speculative execution on multi-GPU systems. IPDPS (2010)
Andrew Kerr, Gregory F. Diamos, Sudhakar Yalamanchili
A characterization and analysis of PTX kernels. IISWC (2009)
Gregory F. Diamos, Sudhakar Yalamanchili
Harmony: an execution model and runtime for heterogeneous many core systems. HPDC (2008)