The framework is primarily utilized where data is vast and "sparse" (meaning many features exist, but only a few are active for any given data point).
XDL was created to solve the limitations of mainstream frameworks when handling trillions of parameters and sparse feature sets. zxdl new
The "new" iteration of XDL focuses on optimizing every layer of the deep learning pipeline to ensure efficiency at scale. The framework is primarily utilized where data is