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article · 2025

DuoLingo-AutoDiff: In-Database Automatic Differentiation with MLIR

Forward and reverse mode automatic differentiation evaluate the gradient of a model function efficiently by caching the results of partial derivatives. Just-...

0 citationsDOI: https://doi.org/10.1145/3735654.3735943Open accessPDF reported by metadataFull text reported by metadata
DuoLingo-AutoDiff: In-Database Automatic Differentiation with MLIR