Global Optimizations & Lightweight Dynamic Logic for Concurrency
Pati, Suchita, Shaizeen Aga, Jayasena, Nuwan, Sinclair, Matthew D
Published in arXiv.org (03.09.2024)
Published in arXiv.org (03.09.2024)
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T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives
Pati, Suchita, Shaizeen Aga, Islam, Mahzabeen, Jayasena, Nuwan, Sinclair, Matthew D
Published in arXiv.org (30.01.2024)
Published in arXiv.org (30.01.2024)
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Journal Article
Analyzing Machine Learning Workloads Using a Detailed GPU Simulator
Lew, Jonathan, Shah, Deval A., Pati, Suchita, Cattell, Shaylin, Zhang, Mengchi, Sandhupatla, Amruth, Ng, Christopher, Goli, Negar, Sinclair, Matthew D., Rogers, Timothy G., Aamodt, Tor M.
Published in 2019 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.03.2019)
Published in 2019 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.03.2019)
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Conference Proceeding
Just-in-time Quantization with Processing-In-Memory for Efficient ML Training
Mohamed Assem Ibrahim, Shaizeen Aga, Li, Ada, Pati, Suchita, Islam, Mahzabeen
Published in arXiv.org (08.11.2023)
Published in arXiv.org (08.11.2023)
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Tale of Two Cs: Computation vs. Communication Scaling for Future Transformers on Future Hardware
Pati, Suchita, Aga, Shaizeen, Islam, Mahzabeen, Jayasena, Nuwan, Sinclair, Matthew D.
Published in 2023 IEEE International Symposium on Workload Characterization (IISWC) (01.10.2023)
Published in 2023 IEEE International Symposium on Workload Characterization (IISWC) (01.10.2023)
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Conference Proceeding
Demystifying BERT: System Design Implications
Pati, Suchita, Aga, Shaizeen, Jayasena, Nuwan, Sinclair, Matthew D.
Published in 2022 IEEE International Symposium on Workload Characterization (IISWC) (01.11.2022)
Published in 2022 IEEE International Symposium on Workload Characterization (IISWC) (01.11.2022)
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Conference Proceeding
Computation vs. Communication Scaling for Future Transformers on Future Hardware
Pati, Suchita, Shaizeen Aga, Islam, Mahzabeen, Jayasena, Nuwan, Sinclair, Matthew D
Published in arXiv.org (03.05.2023)
Published in arXiv.org (03.05.2023)
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DYNAMIC CONTROL OF WORK SCHEDULING
JAYASENA, Nuwan, AGA, Shaizeen, SINCLAIR, Matthew David, PATI, Suchita
Year of Publication 04.07.2024
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Year of Publication 04.07.2024
Patent
DYNAMIC CONTROL OF WORK SCHEDULING
Sinclair, Matthew David, Aga, Shaizeen, Pati, Suchita, Jayasena, Nuwan
Year of Publication 04.07.2024
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Year of Publication 04.07.2024
Patent
SeqPoint: Identifying Representative Iterations of Sequence-Based Neural Networks
Pati, Suchita, Aga, Shaizeen, Sinclair, Matthew D., Jayasena, Nuwan
Published in 2020 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.08.2020)
Published in 2020 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.08.2020)
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Conference Proceeding
Demystifying BERT: Implications for Accelerator Design
Pati, Suchita, Shaizeen Aga, Jayasena, Nuwan, Sinclair, Matthew D
Published in arXiv.org (14.04.2021)
Published in arXiv.org (14.04.2021)
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DARTS: Performance-counter driven sampling using binary translators
Kumar, Rajesh, Pati, Suchita, Lahiri, Kanishka
Published in 2017 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.04.2017)
Published in 2017 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.04.2017)
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Conference Proceeding
SeqPoint: Identifying Representative Iterations of Sequence-based Neural Networks
Pati, Suchita, Shaizeen Aga, Sinclair, Matthew D, Jayasena, Nuwan
Published in arXiv.org (20.07.2020)
Published in arXiv.org (20.07.2020)
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Journal Article
Analyzing Machine Learning Workloads Using a Detailed GPU Simulator
Lew, Jonathan, Shah, Deval, Pati, Suchita, Cattell, Shaylin, Zhang, Mengchi, Sandhupatla, Amruth, Ng, Christopher, Goli, Negar, Sinclair, Matthew D, Rogers, Timothy G, Aamodt, Tor
Published in arXiv.org (26.01.2019)
Published in arXiv.org (26.01.2019)
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