Automatic End-to-End Joint Optimization for Kernel Compilation on DSPs

Digital signal processors (DSPs) commonly adopt VLIW-SIMD architecture and are extensively applied in most compute-heavy embedded sensing applications. The performances for DSP kernels rely heavily on compilations and handwritten optimizations. Hand-crafted methods suffer from heavy burden on progra...

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Bibliographic Details

Published in:	2023 60th ACM/IEEE Design Automation Conference (DAC) pp. 1 - 6
Main Authors:	Zhao, Xiaolei, Chen, Zhaoyun, Shi, Yang, Wen, Mei, Zhang, Chunyun
Format:	Conference Proceeding
Language:	English
Published:	IEEE 09.07.2023
Subjects:	Auto Tuning Code Generation Codes Digital signal processors DSP Generators Kernel Compilation Q-learning Reinforcement Learning Sensors Signal processing algorithms Space exploration
Online Access:	Get full text
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