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AUGER: Multi-Objective CGRA DSE Framework by ssfortynine is a document available to read on EtoBox.

What is AUGER: Multi-Objective CGRA DSE Framework about?

The document presents AUGER, a multi-objective design space exploration framework for coarse-grained reconfigurable architectures (CGRAs) that addresses the challenges of exploring vast design spaces. AUGER utilizes an unsupervised active learning-based sampling algorithm and a hybrid surrogate model to optimize trade-offs between metrics like area and throughput. Experimental results demonstrate that AUGER outperforms existing state-of-the-art DSE frameworks in achieving favorable design parameters.

Author

ssfortynine

Language

EN