google-research / tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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How to examining the training curves about a multi-task learning model?

JohnHerry opened this issue · comments

I had read the part about how to read training curves, Is that questions still ok for a multi-task training pipeline?

Yeah our advice should still be relevant for a multi-task setting. Often in multi-task settings, you can make your life easier if you come up with a single loss that is a function of all the different tasks. And attempt to directly optimize that.

Thanks for the help!