Question: You have implemented a simple SGD optimizer in assignment-1. In prac- tice, it is common to use a momentum term in SGD for better convergence.

You have implemented a simple SGD optimizer in assignment-1. In prac- tice, it is common to use a momentum term in SGD for better convergence. Specifically, we introduce a new velocity term vt and the update rule is as follows: vt = vt1 L w w = w + vt where denotes the momentum coefficient and denotes the learning rat

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