How to use bash code to tune hyperparameters?

[yuqinie98]

Hello, congrats for the great work! I was trying to do hyperparameter tuning of my model, using a sh file to pass the arguments into the py file (using argparse).

However, if I have a script, say "run.sh", it will run the "example/run.py", and then "example/run.py" will try to get the hyperparameters in "examples/Triformer/Triformer_ETTh1.py".

Now I want to pass the hyperparameters from "run.sh" to "examples/Triformer/Triformer_ETTh1.py". But it seems I can only pass arguments to the "example/run.py". Since the parameters are stored in "examples/Triformer/Triformer_ETTh1.py", which is the file I want to modify, could you kindly suggest on that? Thanks very much for your time!

[zezhishao]

You can copy several your config files, and use different hyper-parameters.
For example, Triformer _etth1_lr_0001.py and Triformer_etth1_lr_0002.py.

[yuqinie98]

I see, that is indeed a clever way to do it. I will try with it. Thanks so much!

[zezhishao]

You're welcome! If you have any other questions or suggestions, feel free to create a new issue.