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Exploring Enhancements in Recommender Systems with GPU Acceleration
Exploring the utilization of GPUs in recommender systems, the chapter discusses the collaboration with NVIDIA's Merlin project to boost the performance of models like wide and deep or DLRM. Through the shift from CPU to GPU processing, remarkable speed enhancements were achieved, compressing a 43-hour process to just 10 minutes.