Browsing by Author "Usui, Tetsuzo"
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sLASs: a fully automatic auto-tuned linear algebra library based on OpenMP extensions implemented in OmpSs (LASs Library)
Valero Lara, Pedro; Catalán Pallarés, Sandra; Martorell Bofill, Xavier; Usui, Tetsuzo; Labarta Mancho, Jesús José (Elsevier, 2020-04-01)
Article
Restricted access - publisher's policyIn this work we have implemented a novel Linear Algebra Library on top of the task-based runtime OmpSs-2. We have used some of the most advanced OmpSs-2 features; weak dependencies and regions, together with the final ... -
Towards an auto-tuned and task-based SpMV (LASs Library)
Catalán Pallarés, Sandra; Usui, Tetsuzo; Toledo, Leonel; Martorell Bofill, Xavier; Labarta Mancho, Jesús José; Valero Lara, Pedro (Springer, 2020)
Conference report
Open AccessWe present a novel approach to parallelize the SpMV kernel included in LASs (Linear Algebra routines on OmpSs) library, after a deep review and analysis of several well-known approaches. LASs is based on OmpSs, a task-based ...