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Deep learning system can be viewed as conceptually comprising a deep learning module and an application module as shown in the figure above.  The deep learning module accepts training data as input and produces a model (by tuning millions/billions of parameters) as output, while the application module accepts new input and applies the model produced by the deep learning module to generate the outcome.  Our current deep learning applications include, but not limited to:

 

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