graph-pes-id

graph-pes-id is a command line tool for generating a random ID:

$ graph-pes-id
brxcu7_p3s018

A common use case for this is to create a series of experiments associated with a single id:

$ # generate a random id
$ ID=$(graph-pes-id)

$ # pre-train a model
$ graph-pes-train pre-train.yaml \
    general/root_dir=results \
    general/run_id=$ID-pre-train
...

$ # fine-tune the model:
$ # we know where the model weights are and so
$ # fine-tuning is easy: we just load the weights
$ graph-pes-train fine-tune.yaml \
    general/root_dir=results \
    model/+load_model/path=results/$ID-pre-train/model.pt \
    general/run_id=$ID-fine-tune
...