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Btw, the fact that partial results are hidden inside training_step() seems a common problem for inheritance. Because of this, we need to evaluate the encoder twice in each step here. In the future, we might think of a way to make this easier, like having the CVs implementing a evaluate_loss() method that takes a bunch of variables that currently have scope only within training_step() (e.g., the result of the encoder).
Btw, the fact that partial results are hidden inside
training_step()
seems a common problem for inheritance. Because of this, we need to evaluate theencoder
twice in each step here. In the future, we might think of a way to make this easier, like having the CVs implementing aevaluate_loss()
method that takes a bunch of variables that currently have scope only withintraining_step()
(e.g., the result of the encoder).Originally posted by @andrrizzi in #62 (comment)
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