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hyunjik11 avatar hyunjik11 commented on September 27, 2024 1

Yes. Setting this to 0 ensures that the latent modulations that are part of the self._params are initialized to 0 inside the __init__ of experiment_meta_learning.py.
These initial values are fixed throughout the meta-learning training since the _update_func only updates the weights and keeps the modulations fixed (see here).

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hyunjik11 avatar hyunjik11 commented on September 27, 2024

Hi, this is done by setting latent_init_scale=0. in experiment_meta_learning.py. I've just made the change and pushed to the repo, so you should be able to see this change in the file. I hope that helps.

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bkoyuncu avatar bkoyuncu commented on September 27, 2024

Hi thanks so much, does this initialization also guarantee that modulations are zerod after every outer loop training?

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