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Episode 23 - AutoML with Determined AI

Eye On A.I.

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Neural Architecture Search

The platform has neural architecture search built in. It's a strategy systematized strategy for early stopping, he says. The problem can be solved by say hyperband or it can be solved with something like darts which is a specialized algorithm only for neural architecture search. But the game so far are not robust and they're very specialized to work on one, maybe two benchmarking data sets,. Even when you accurately compare them against baseline, these specialized methods might be overfitting these one or two problems.

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