Originally published at: Boost Large-Scale Recommendation System Training Embedding Using EMBark | NVIDIA Technical Blog
Recommendation systems are core to the Internet industry, and efficiently training them is a key issue for various companies. Most recommendation systems are deep learning recommendation models (DLRMs), containing billions or even tens of billions of ID features. Figure 1 shows a typical structure. Figure 1. A typical DLRM model structure diagram In recent years,…