Question: l . You train a very large model, which takes many hours to train. ii . You train 1 0 slightly smaller models and average
l You train a very large model, which takes many hours to train.
ii You train slightly smaller models and average the results of each. The
entire process takes a smaller amount of time compared to the first
model.
Both these models give you an accuracy of on your training set. You need to
pick an approach to deploy on a singleGPU machine that needs to provide
predictions in realtime. Quick turnaround is of the utmost importance here.
Which approach is more suitable for production, and why?
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