DataFunSummit
Mar 12, 2023 · Artificial Intelligence
PaddleBox and FeaBox: GPU‑Based Large‑Scale Sparse Model Training and Integrated Feature Extraction Frameworks at Baidu
The article introduces PaddleBox and FeaBox, two GPU‑driven frameworks designed for massive sparse DNN training and unified feature extraction, detailing their architecture, performance advantages, hardware‑software co‑design challenges, and successful deployment across Baidu's advertising systems.
AI InfrastructureFeaBoxFeature Extraction
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