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Dadi.CUDA: Accelerating Population Genetics Inference with Graphics Processing Units.


ABSTRACT: dadi is a popular but computationally intensive program for inferring models of demographic history and natural selection from population genetic data. I show that running dadi on a Graphics Processing Unit can dramatically speed computation compared with the CPU implementation, with minimal user burden. Motivated by this speed increase, I also extended dadi to four- and five-population models. This functionality is available in dadi version 2.1.0, https://bitbucket.org/gutenkunstlab/dadi/.

SUBMITTER: Gutenkunst RN 

PROVIDER: S-EPMC8097298 | biostudies-literature | 2021 May

REPOSITORIES: biostudies-literature

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dadi.CUDA: Accelerating Population Genetics Inference with Graphics Processing Units.

Gutenkunst Ryan N RN  

Molecular biology and evolution 20210501 5


dadi is a popular but computationally intensive program for inferring models of demographic history and natural selection from population genetic data. I show that running dadi on a Graphics Processing Unit can dramatically speed computation compared with the CPU implementation, with minimal user burden. Motivated by this speed increase, I also extended dadi to four- and five-population models. This functionality is available in dadi version 2.1.0, https://bitbucket.org/gutenkunstlab/dadi/. ...[more]

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