3 papers
cs.PL2026
Verification of Compiler-to-Accelerator Mappings for Machine Learning Accelerators
Akash Gaonkar, Mike He, Yi Li +8
To meet the performance needs of modern machine learning (ML) applications, ML compiler frameworks support compiler-to-accelerator mappings that offload parts of application code t…
cs.CR2026
SecIC3: Customizing IC3 for Hardware Security Verification
Qinhan Tan, Akash Gaonkar, Yu-Wei Fan +2
Recent years have seen significant advances in using formal verification to check hardware security properties. Of particular practical interest are checking confidentiality and in…
cs.AR2022
Application-Level Validation of Accelerator Designs Using a Formal Software/Hardware Interface
Bo-Yuan Huang, Steven Lyubomirsky, Yi Li +10
Ideally, accelerator development should be as easy as software development. Several recent design languages/tools are working toward this goal, but actually testing early designs o…