TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer
Author:
Affiliation:
1. University of California, San Diego,Department of Computer Science and Engineering,La Jolla,CA,United States
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9773179/9773180/09773212.pdf?arnumber=9773212
Reference51 articles.
1. Ambit
2. RowClone: Fast and Energy-Efficient in-DRAM Bulk Data Copy and Initialization;vivek seshadri;2013 46th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO),2013
3. 22.1 A 1.1V 16GB 640GB/s HBM2E DRAM with a Data-Bus Window-Extension Technique and a Synergetic On-Die ECC Scheme
4. Learning word vectors for sentiment analysis;maas;Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics Human Language Technologies,2011
5. Roberta: A robustly optimized bert pretraining approach;liu,2019
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