Suppose we have a variable:
x = tf.Variable(...)
This variable can be updated during the training process using the assign() m
assign()
As they cancelled tf.Variable() in tensorflow 2.0.0,
tf.Variable()
tensorflow 2.0.0
If you want to extract values from a tensor(ie "net"), you can use this,
tensor(ie "net")
net.[tf.newaxis,:,:].numpy().