Model does not converge

[Gkakuka]

Hi Issam：
thanks for you code！when I training the network，model does not converge. I try to reduce the learning rate and increase batch size，but it is not working. New to deep learning. Sorry for bothering you.

[Issam28]

why do you mean by model does not converge?

[Gkakuka]

Sorry，I think that the loss of 0.6 is not small enough.

[muween]

Sorry，I think that the loss of 0.6 is not small enough.

Did you have a data augmentation? I can't reach the loss of 0.6, but 0.72

[siddiqss]

Hi, I'm using train_test_split from sklearn for validation patches and labels. After passing the train and test values to fit_unet() function, I'm getting this error: 'ValueError: tf.function-decorated function tried to create variables on non-first call.'
Please help me resolve this.