Resnet based (Tensorflow Keras) Siamese Model providing `nan` validation loss in training when using TripletHardLoss (Semi too)

Question

I have a model which I built on top of ResNet. I am using 25k Similar type of Images. My images have text as well as some diagram. When I used the Euclidean Distanc