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cs.PL2023
Compiling Recurrences over Dense and Sparse Arrays
Shiv Sundram, Muhammad Usman Tariq, Fredrik Kjolstad
Recurrence equations lie at the heart of many computational paradigms including dynamic programming, graph analysis, and linear solvers. These equations are often expensive to comp…
cs.AR2023
Revet: A Language and Compiler for Dataflow Threads
Alexander Rucker, Shiv Sundram, Coleman Smith +4
Spatial dataflow architectures such as reconfigurable dataflow accelerators (RDA) can provide much higher performance and efficiency than CPUs and GPUs. In particular, vectorized r…