2 papers
cs.LG2024
Accelerating AI Performance using Anderson Extrapolation on GPUs
Saleem Abdul Fattah Ahmed Al Dajani, David E. Keyes
We present a novel approach for accelerating AI performance by leveraging Anderson extrapolation, a vector-to-vector mapping technique based on a window of historical iterations. B…
cs.LG2024
Constructing artificial life and materials scientists with accelerated AI using Deep AndersoNN
Saleem Abdul Fattah Ahmed Al Dajani, David Keyes
Deep AndersoNN accelerates AI by exploiting the continuum limit as the number of explicit layers in a neural network approaches infinity and can be taken as a single implicit layer…