Ultra-Elastic CGRAs for Irregular Loop Specialization
2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA)(2021)
摘要
Reconfigurable accelerator fabrics, including coarse-grain reconfigurable arrays (CGRAs), have experienced a resurgence in interest because they allow fast-paced software algorithm development to continue evolving post-fabrication. CGRAs traditionally target regular workloads with data-level parallelism (e.g., neural networks, image processing), but once integrated into an SoC they remain idle and...
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关键词
Software algorithms,Neural networks,Very large scale integration,Tools,Elasticity,Parallel processing,Energy efficiency
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