Further, trying to be more specific about checkpoint with R, I may suggest the 
following readings.



Look for "checkpoint models" in:



                
http://h2o-release.s3.amazonaws.com/h2o/rel-tibshirani/8/docs-website/h2o-docs/booklets/DeepLearning_Vignette.pdf



Look for "checkpointing" in:



https://github.com/h2oai/h2o-training-book/blob/master/hands-on_training/deep_learning.md





However, that is not exactly what you asked for.


--
GG



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