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shapr (version 1.0.4)

vaeac_extend_batch: Extends Incomplete Batches by Sampling Extra Data from Dataloader

Description

If the height of the batch is less than batch_size, this function extends the batch with data from the torch::dataloader() until the batch reaches the required size. Note that batch is a tensor.

Usage

vaeac_extend_batch(batch, dataloader, batch_size)

Value

Returns the extended batch with the correct batch_size.

Arguments

batch

The batch we want to check if has the right size, and if not extend it until it has the right size.

dataloader

A torch::dataloader() object from which we can create an iterator object and load data to extend the batch.

batch_size

Integer. The number of samples to include in each batch.

Author

Lars Henry Berge Olsen