What w indicates here?

  1. Is w is the weight of multilayer perceptron here??
  2. Does gradient descent occur in multilayer perceptron or the whole model(neural network and multilayer perceptron)???

Yes. w is actually a general representation of weights of any layer.

It uses the full model , including CNN layers.
have a look here

I hope this helps.

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