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Leveling up Training: NVTabular and PyTorch Lightning
June 18, 2022, 4:50 a.m. | Dylan Valerio
Towards Data Science - Medium towardsdatascience.com
Training a wide and deep recommender model on MovieLens 25M
NVTabular is a feature engineering framework designed to work with NVIDIA Merlin. It can process large datasets typical in production recommender setups. I tried to work with NVIDIA Merlin on free instances, but the recommended approach seems to be the only way forward. But I still wanted to use NVTabular since the value of using the GPU for data engineering and data loading is very attractive. In this post, …
deep learning machine learning nvidia pytorch pytorch lightning recommendation-system training
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