| Analyzing machine learning workloads using a detailed GPU simulator J Lew, DA Shah, S Pati, S Cattell, M Zhang, A Sandhupatla, C Ng, N Goli, ... 2019 IEEE international symposium on performance analysis of systems and …, 2019 | 77 | 2019 |
| Demystifying bert: System design implications S Pati, S Aga, N Jayasena, MD Sinclair 2022 IEEE International Symposium on Workload Characterization (IISWC), 296-309, 2022 | 13 | 2022 |
| SeqPoint: Identifying representative iterations of sequence-based neural networks S Pati, S Aga, MD Sinclair, N Jayasena 2020 IEEE International Symposium on Performance Analysis of Systems and …, 2020 | 11 | 2020 |
| Demystifying bert: Implications for accelerator design S Pati, S Aga, N Jayasena, MD Sinclair arXiv preprint arXiv:2104.08335, 2021 | 10 | 2021 |
| Computation vs. Communication Scaling for Future Transformers on Future Hardware S Pati, S Aga, M Islam, N Jayasena, MD Sinclair arXiv preprint arXiv:2302.02825, 2023 | 5* | 2023 |
| Analyzing Machine Learning Workloads Using a Detailed GPU Simulator. CoRR abs/1811.08933 (2018) J Lew, D Shah, S Pati, S Cattell, M Zhang, A Sandhupatla, C Ng, N Goli, ... arXiv preprint arXiv:1811.08933, 2018 | 3 | 2018 |
| Darts: Performance-counter driven sampling using binary translators R Kumar, S Pati, K Lahiri 2017 IEEE International Symposium on Performance Analysis of Systems and …, 2017 | 3 | 2017 |
| Just-in-time Quantization with Processing-In-Memory for Efficient ML Training MA Ibrahim, S Aga, A Li, S Pati, M Islam arXiv preprint arXiv:2311.05034, 2023 | 1 | 2023 |
| Improving GPU Utilization in ML Workloads Through Finer-Grained Synchronization R Kuper, S Pati, MD Sinclair 3rd Young Architects Workshop, 2021 | 1 | 2021 |
| T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives S Pati, S Aga, M Islam, N Jayasena, MD Sinclair arXiv preprint arXiv:2401.16677, 2024 | | 2024 |
| Tale of Two Cs: Computation vs. Communication Scaling for Future Transformers on Future Hardware S Pati, S Aga, M Islam, N Jayasena, MD Sinclair 2023 IEEE International Symposium on Workload Characterization (IISWC), 140-153, 2023 | | 2023 |
| Exploring GPU Architectural Optimizations for RNNs S Pati Young Architect Workshop (YArch), in conjunction with HPCA'19, 2019 | | 2019 |
| Effective Prefetching for Multicore/Multiprocessor Systems S Pati, P Mahapatra | | |
| Transparent Compression for Flash SSDs S Pati, Y Trivedi | | |
Matthew D. SinclairUniversity of Wisconsin-Madison, AMD ResearchVerified email at cs.wisc.edu
