I ran an experiment with 1000 runs in it. Now I have changed my code to enable more fine-grained configuration of some run parameters. Is the a fast and easy way I can add this column to all existing runs with a particular value.
Example: You train 10 models, all with SGD, therefore you do not log “hparam/optimizer” explicitly in the config dictionary. Now you realise Adam exists and from now on you use “hparam/optimizer” to the config dictionary. To keep a clear record of past trained models, you would like to add the column “hparam/optimizer” with values “SGD” to all existing runs.
What is the recommended way of doing that?