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Save the constructed emulator

Source: R/utils.R
write.Rd

This function saves the constructed emulator to a .pkl file.

Usage

write(object, pkl_file, light = TRUE)

Arguments

object

an instance of the S3 class gp, dgp, lgp, or bundle.

pkl_file

the path to and the name of the .pkl file to which the emulator object is saved.

light

a bool indicating if a light version of the constructed emulator (that requires a small storage) will be saved. This argument has no effects on GP or bundles of GP emulators. Defaults to TRUE.

Value

No return value. object will be save to a local .pkl file specified by pkl_file.

Details

See further examples and tutorials at https://mingdeyu.github.io/dgpsi-R/.

Note

Since the constructed emulators are 'python' objects, save() from R will not work as it is only for R objects. If object was processed by set_vecchia() to add or remove the Vecchia approximation, light needs to be set to FALSE to ensure reproducibility after the saved emulator is loaded by read(), since when light = TRUE, the imputations generated during emulator loading will be different.

Examples

if (FALSE) { # \dontrun{

# See gp(), dgp(), lgp(), or pack() for an example.
} # }