TileLoom compiles tile-based languages to spatial dataflow hardware by distributing tiles across cores and optimizing data reuse via on-chip networks, delivering vendor-comparable performance on Tenstorrent systems.
Luthier: Bridging auto- tuning and vendor libraries for efficient deep learning inference.ACM Transactions on Embedded Computing Systems, 24(5s)
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TileLoom: Automatic Dataflow Planning for Tile-Based Languages on Spatial Dataflow Accelerators
TileLoom compiles tile-based languages to spatial dataflow hardware by distributing tiles across cores and optimizing data reuse via on-chip networks, delivering vendor-comparable performance on Tenstorrent systems.