Backup and retrieve modeling / Training status ?
sometimes a training with grid optimization and different parameters for models (SVM, Tree, etc.) takes several days to weeks... but sometimes it happens that current is cut or something happens because of other problems... then I have to try out everything from beginning... now is it somehow possible to store the state of the machine while it is training the model with the parameters somehow intermediary? I mean like every 1 hour or so make a kind of "backup" of the training status, save it somewhere, and when it crashes, start from the backup and not start from square one?
is there any possibility to do that?