search

OHDSI / DeepPatientLevelPrediction

An R package for performing patient level prediction using deep learning in an observational database in the OMOP Common Data Model.
https://ohdsi.github.io/DeepPatientLevelPrediction
11 stars 4 forks source link

Parallel and Distributed Training #56

Closed lhjohn closed 1 year ago

lhjohn commented 1 year ago

Various method could speed up model training by spreading training workload across multiple worker nodes.

Data parallelism

Feature not yet available: mlverse/torch has an open issue for implementing DataParallel.

Model parallelism

lhjohn commented 1 year ago

Duplicate of https://github.com/OHDSI/DeepPatientLevelPrediction/issues/41