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cs.PL2023
SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR
Jianyi Cheng, Samuel Coward, Lorenzo Chelini +2
High-level synthesis (HLS) is a process that automatically translates a software program in a high-level language into a low-level hardware description. However, the hardware desig…
cs.PL2022
MOM: Matrix Operations in MLIR
Lorenzo Chelini, Henrik Barthels, Paolo Bientinesi +3
Modern research in code generators for dense linear algebra computations has shown the ability to produce optimized code with a performance which compares and often exceeds the one…