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cs.AR2024★ 6 cited
HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond
Stefan Abi-Karam, Rishov Sarkar, Allison Seigler +7
Machine learning (ML) techniques have been applied to high-level synthesis (HLS) flows for quality-of-result (QoR) prediction and design space exploration (DSE). Nevertheless, the…
cs.PF2024
LightningSimV2: Faster and Scalable Simulation for High-Level Synthesis via Graph Compilation and Optimization
Rishov Sarkar, Rachel Paul, Cong Hao
High-Level Synthesis (HLS) enables rapid prototyping of complex hardware designs by translating C or C++ code to low-level RTL code. However, the testing and evaluation of HLS desi…