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BatchNorm1D does not work with batches of size 1 #49

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SebieF opened this issue Sep 30, 2022 · 1 comment
Open

BatchNorm1D does not work with batches of size 1 #49

SebieF opened this issue Sep 30, 2022 · 1 comment
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bug Something isn't working wontfix This will not be worked on

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SebieF commented Sep 30, 2022

The LightAttention model used for residues_to_class protocol uses BatchNorm1D. However, if using a batch size of 1 is not possible with BatchNorm1D. Because a batch size of 1 is an edge case anyway, we decide not to fix this problem soon. See also #34.

Please answer to this issue if you should encounter the problem, then we might look into a solution for it.
@SebieF SebieF added bug Something isn't working wontfix This will not be worked on labels Sep 30, 2022
@SebieF
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SebieF commented Jan 3, 2023

Batches of size 1 seem also to be a problem for the torch.nn.BCEWithLogitsLoss used for protein_protein_interaction protocol.

@SebieF SebieF mentioned this issue Aug 6, 2024
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