Systematic study of direct and iterative triangular matrix inversion algorithms for Delta-Rule linear transformers, with focus on numerical stability, hardware efficiency, and benchmarks showing 4.3x NPU speedup over SGLang.
Iterative berechung der reziproken matrix.ZAMM - Journal of Applied Mathe- matics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik, 13(1):57–59, January 1933
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Fast and Stable Triangular Inversion for Delta-Rule Linear Transformers
Systematic study of direct and iterative triangular matrix inversion algorithms for Delta-Rule linear transformers, with focus on numerical stability, hardware efficiency, and benchmarks showing 4.3x NPU speedup over SGLang.