What's Rec SDK
Background
As AI technologies continue to evolve, sectors such as e-commerce, video production, and social media are placing increased demands on search, recommendation, and advertising systems. In an era characterized by information explosion and rapid Internet development, there is a surge in user data, product data, and video content. This makes the systems that handle search, recommendation, and advertising increasingly valuable. The growing need for these systems inevitably leads to a high demand for computing power. Consequently, the deployment and optimal utilization of larger computing power have become significant concerns for practitioners.
Product Definition
As a software development kit (SDK) for search, recommendation, and advertising services in the Internet market, Rec SDK provides a framework for these services based on the Ascend platform to meet related model training requirements, thus supporting large-scale search-recommendation-advertising scenarios and facilitating efficient training of search-recommendation-advertising models.
Product Benefits
Feature |
Product Benefit |
|---|---|
Usability |
Easy-to-use APIs for quick development of algorithms and models |
Accuracy |
Less than 0.01% verification accuracy error on standard models |
Performance |
Efficient multi-level pipeline and high-speed collective communication for extreme performance |