This topic was discussed numerous times, especially here Resume training - various options
I would like to simplify the resume training configuration.
The principle would be to eliminate the “-continue” option.
When using the “-train_from” then all settings would be loaded from the checkpoint BUT all other command line taken from the train.lua options will modify the settings from the checkpoint. if one option cannot be modified then die with error.
What do you think ?
The rationale behind this is that at the moment, this is very confusing and there could be some mistakes when using -continue with some modified settings like learning_rate, …