New ((free)): Zxdl

: It can train models with tens of billions of parameters in just a few hours using hundreds of GPU cards in parallel.

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). zxdl new

XDL was created to solve the limitations of mainstream frameworks when handling trillions of parameters and sparse feature sets. : It can train models with tens of

: Providing a low-cost, low-latency solution for rapid AI deployment across various hardware. Getting Started with XDL : Providing a low-cost, low-latency solution for rapid

"ZXDL New" primarily refers to , a high-performance, large-scale distributed deep learning framework specifically designed for industrial applications involving high-dimensional sparse data . Developed and open-sourced by Alibaba , this "new" generation of the framework bridges the gap between general deep learning designs and the intensive requirements of real-world production systems like online advertising and e-commerce recommendations. The Evolution of X-Deep Learning (XDL)

: XDL provides a sophisticated distributed system with deep optimizations in I/O, data pipelines, and communication protocols.

: You can find the source code and reference implementations on the XDL GitHub Page .