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Scared_Employer6992 OP t1_ja7xpjt wrote

I haven't tried with bs=1, but I also don't want to use bs=1 as I usually get bad results with it and my net has a lot of BN layers.

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badabummbadabing t1_ja7yxbg wrote

Don't use batch normalization. Lots of U-Nets use e.g. instance normalisation. A batch size of 1 should be completely fine (but you will need to play with the learning rate upon changing this). Check the 'no new U-Net' (aka NN-Unet) paper by Fabian Isensee for the definitive resource on what matters in U-Nets.

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