Wen-Mei W Hwu

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Research Output

DLbricks: Composable benchmark generation to reduce deep learning benchmarking effort on CPUs

Li, C., Dakkak, A., Xiong, J. & Hwu, W. M., Apr 20 2020, ICPE 2020 - Proceedings of the ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 202-209 8 p. (ICPE 2020 - Proceedings of the ACM/SPEC International Conference on Performance Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
  • PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-efficient ReRAM

    Ankit, A., Hajj, I. E., chalamalasetti, S., Agarwal, S., Marinella, M., Foltin, M., Strachan, J. P., Milojicic, D. S., Hwu, W. M. W. & Roy, K., 2020, (Accepted/In press) In : IEEE Transactions on Computers.

    Research output: Contribution to journalArticle

  • Pare: A paper-reviewer matching approach using a common topic space

    Anjum, O., Gong, H., Bhat, S., Xiong, J. & Hwu, W. M., Jan 1 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 518-528 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • The design and implementation of the wolfram language compiler

    Dakkak, A., Wickham-Jones, T. & Hwu, W. M., Feb 22 2020, CGO 2020 - Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization. Mars, J., Tang, L., Xue, J. & Wu, P. (eds.). Association for Computing Machinery, Inc, p. 212-228 17 p. (CGO 2020 - Proceedings of the 18th ACM/IEEE International Symposium on Code Generation and Optimization).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Accelerating reduction and scan using tensor core units

    Dakkak, A., Li, C., Xiong, J., Gelado, I. & Hwu, W. M., Jun 26 2019, ICS 2019 - International Conference on Supercomputing. Association for Computing Machinery, p. 46-57 12 p. (Proceedings of the International Conference on Supercomputing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution