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cs.DC2024
Bring Your Own Formats and Kernels: Composable Abstractions for Sparse Matrix Computation
Pratyush Das, Amirhossein Basareh, Artem Pelenitsyn +3
Real-world sparse matrices often feature multiple forms of structured sparsity -- rectangular dense blocks, diagonal bands, and scattered entries -- that no single storage format c…
cs.PL2024
Optimizing Layout of Recursive Datatypes with Marmoset
Vidush Singhal, Chaitanya Koparkar, Joseph Zullo +5
While programmers know that the low-level memory representation of data structures can have significant effects on performance, compiler support to optimize the layout of those str…