Machine Learning-Guided Memory Optimization for DLRM Inference on Tiered Memory

Jie Ren, Bin Ma, Shuangyan Yang +4

Deep learning recommendation models (DLRMs) are widely used in industry, and their memory capacity requirements reach the terabyte scale. Tiered memory architectures provide a cost…