ZazuML is built up from 4 main services,
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The Predictor is in charge of selecting the optimal model based on the priorities of the user.
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The Timer searches for hyper-parameters, manages and keeps track of trials
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The Zazu is in charge launching local or remote trials and distribution of gpu resources amongst trials
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The Trial
The Zazu Model Zoo, was once known as the ZaZOO (my little joke), but to avoid confusion we renamed to just plane old ZOO.
The tetrahedron in the image above represents a vector space where each model occupies a unique position with it's own advantages and short comings. ZazuML computes the minimal euclidean distance between your priorities and model architecture.