LISA: Graph Neural Network based Portable Mapping on Spatial Accelerators
Author:
Affiliation:
1. National University of Singapore,School of Computing
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9773179/9773180/09773209.pdf?arnumber=9773209
Reference55 articles.
1. Gemmini: An agile systolic array generator enabling systematic evaluations of deep-learning architectures;genc,2019
2. Packing sparse convolutional neural networks for efficient systolic array implementations: Column combining under joint optimization;kung;Proceedings of the fourth international conference on Architectural support for programming languages and operating systems - AS,2019
3. HiMap: Fast and Scalable High-Quality Mapping on CGRA via Hierarchical Abstraction
4. Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign
5. Graph Minor Approach for Application Mapping on CGRAs
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