Search Results for author: Vimarsh Sathia

Found 2 papers, 1 papers with code

SENSEi: Input-Sensitive Compilation for Accelerating GNNs

no code implementations • 27 Jun 2023 • Damitha Lenadora, Vimarsh Sathia, Gerasimos Gerogiannis, Serif Yesil, Josep Torrellas, Charith Mendis

We leverage this observation to propose SENSEi, a system that exposes different sparse and dense matrix primitive compositions based on different matrix re-associations of GNN computations and selects the best among them based on input attributes.

Graph Attention Graph Embedding

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Accelerating Genetic Programming using GPUs

1 code implementation • 15 Oct 2021 • Vimarsh Sathia, Venkataramana Ganesh, Shankara Rao Thejaswi Nanditale

The selection and evaluation steps of the generational GP algorithm are parallelized using CUDA.

Binary Classification feature selection +2

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