PinnedEven OldridgeinNVIDIA MerlinRecommender Systems, Not Just Recommender Modelsby Even Oldridge and Karl Byleen-HigleyApr 14, 20225Apr 14, 20225
Even OldridgeinNVIDIA MerlinTraining Deep Learning Based Recommender Systems 9x Faster with TensorFlowNVTabular Dataloaders get data to the GPU faster, allowing for better GPU utilization and 9x faster training.Jan 6, 2021Jan 6, 2021
Even OldridgeinNVIDIA MerlinWhy isn’t your recommender system training faster on GPU? (And what can you do about it?)Deep learning has taken the machine learning world by storm and in almost every field from Vision, to NLP, to Speech and beyond, GPUs are…Dec 3, 20201Dec 3, 20201
Even OldridgeinRAPIDS AIAccelerating Deep Learning Recommender Systems by 15x using Rapids, FastAI and PytorchRAPIDS Deep Learning team placed 15th in the RecSys 2019 Competition using novel approaches.Sep 16, 2019Sep 16, 2019
Even OldridgeinRAPIDS AIUsing RAPIDS with PytorchUsing the GPU for ETL and preprocessing of deep learning workflowsMay 21, 20196May 21, 20196
Even OldridgeFrom Novice to Researcher; Two years of deep learning with Fast.aiUpon returning from paternity leave this March I’m excited to share that I’ve joined NVidia to do applied deep learning research full time…Apr 2, 20193Apr 2, 20193
Even OldridgeExporting deep learning models from keras to tensorflow-servingI recently faced the challenge of trying to export a keras model running on a tensorflow backend into a tensorflow-serving setup and…Aug 23, 20176Aug 23, 20176
