• A Fast Solver for Large Tridiagonal Systems on Multi-Core Processors (Lass Library) 

      Valero-Lara, Pedro; Andrade, Diego; Sirvent, Raül; Labarta, Jesús; Fraguela, Basilio B.; Doallo, Ramón (Institute of Electrical and Electronics Engineers, 2019)
      [Abstract]: Many problems of industrial and scientific interest require the solving of tridiagonal linear systems. This paper presents several implementations for the parallel solving of large tridiagonal systems on ...
    • VENOM: A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores 

      López Castro, Roberto; Ivanov, Andrei; Andrade, Diego; Ben-Nun, Tal; Fraguela, Basilio B.; Hoefler, Torsten (Association for Computing Machinery, 2023-11)
      [Abstract]: The increasing success and scaling of Deep Learning models demands higher computational efficiency and power. Sparsification can lead to both smaller models as well as higher compute efficiency, and accelerated ...