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Why is reload() called? about mixvpr HOT 1 CLOSED

amaralibey avatar amaralibey commented on September 24, 2024
Why is reload() called?

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amaralibey avatar amaralibey commented on September 24, 2024

Hello @gmberton, sorry for the late answer,

The reload() method creates a new instance of the dataset object. It is initially called in the setup() method, which is required for Lightning datamodule. If the reload_dataloaders_every_n_epochs parameter is set to a value greater than 0 (in the Trainer), then the train_dataloader() method is called to re-instantiate the dataset after every n iterations.

Since both the setup() and train_dataloader() methods instantiate the dataset, it is more efficient to have a single reload() method that can be called in both cases.

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