What is ngd/nsgd


Problem: Consider a dataset with 200 data points. Let NGD? be the number of backward passes needed to run 10 steps of gradient descent. Let NSGD? be the number of backward passes needed to run 10 steps of stochastic gradient descent with batch size 5. What is NGD/NSGD?

 

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Basic Computer Science: What is ngd/nsgd
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