Search Results for author: Lawrence Rauchwerger

Found 2 papers, 1 papers with code

Automatic Task Parallelization of Dataflow Graphs in ML/DL models

no code implementations22 Aug 2023 Srinjoy Das, Lawrence Rauchwerger

Especially in the case of inference, when the batch size is 1 and execution is on CPUs or for power-constrained edge devices, current techniques can become costly, complicated or inapplicable.

Accelerating SARS-CoV-2 low frequency variant calling on ultra deep sequencing datasets

1 code implementation7 May 2021 Bryce Kille, Yunxi Liu, Nicolae Sapoval, Michael Nute, Lawrence Rauchwerger, Nancy Amato, Todd J. Treangen

With recent advances in sequencing technology it has become affordable and practical to sequence genomes to very high depth-of-coverage, allowing researchers to discover low-frequency variants in the genome.

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