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cs.PL2025
Pushing Tensor Accelerators Beyond MatMul in a User-Schedulable Language
Yihong Zhang, Derek Gerstmann, Andrew Adams +1
Tensor accelerators now represent a growing share of compute resources in modern CPUs and GPUs. However, they are hard to program, leading developers to use vendor-provided kernel…
cs.PL2025
Bonsai: Compiling Queries to Pruned Tree Traversals
Alexander J Root, Christophe Gyurgyik, Purvi Goel +4
Trees can accelerate queries that search or aggregate values over large collections. They achieve this by storing metadata that enables quick pruning (or inclusion) of subtrees whe…