I can not add these two losses as follows
real_loss = tf.losses.BinaryCrossentropy(tf.ones_like(train_images[0]),train_images[0])
fake_loss = tf.losses.BinaryCrossentropy(tf.zeros_like(train_images[0]),train_images[0])
fake_loss real_loss
the error is:
TypeError: unsupported operand type(s) for : 'BinaryCrossentropy' and 'BinaryCrossentropy'
CodePudding user response:
You can just add them as multiple losses in model.compile
model.compile(loss = [loss1,loss2], loss_weights = [l1,l2], ...)
This translates to final_loss = l1*loss1 l2*loss2
. Just set l1
and l2
as 1.