OpenLS-DGF generates and packages a 966k-circuit multi-task logic synthesis dataset from 46 designs, demonstrated on four ML tasks with high reported accuracy.
SLAP: A Supervised Learn- ing Approach for Priority Cuts Technology Mapping,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
OpenLS-DGF: An Adaptive Open-Source Dataset Generation Framework for Machine Learning Tasks in Logic Synthesis
OpenLS-DGF generates and packages a 966k-circuit multi-task logic synthesis dataset from 46 designs, demonstrated on four ML tasks with high reported accuracy.