Mixed-precision CA-SGD for GLMs on A100 GPUs matches FP32 loss within 0.5% while delivering 5.1-6.8x speedup via a nine-choice finite-precision error recipe.
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A new spectral truncation method for filtering 3D EFIE integral operators is introduced using the spherical Hankel transform representation of the Green's function, supported by semi-analytical and numerical evidence on operator spectra.
Analog-aware block Jacobi schemes in flexible GMRES maintain convergence under simulated device non-idealities when block size, damping, and approximation accuracy are chosen to account for analog scaling, noise, quantization, and clipping.
Error analysis and cost estimator for recasting floating-point matrix multiplication as accumulated integer products on mixed-precision hardware.
A preconditioning technique for the shifted Helmholtz operator stabilizes EFIE iterative solvers across multiple frequency and discretization regimes, enabling quasi-linear complexity.
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Analysis of Floating-Point Matrix Multiplication Computed via Integer Arithmetic
Error analysis and cost estimator for recasting floating-point matrix multiplication as accumulated integer products on mixed-precision hardware.