Tomasz Grel

Tomasz Grel is a deep learning engineer. At NVIDIA, he focuses on ensuring the quality and execution speed of numerous recommender systems, including NCF, VAE-CF, and DLRM.

Posts by Tomasz Grel

Technical Walkthrough 0

Training a Recommender System on DGX A100 with 100B+ Parameters in TensorFlow 2

Learn how using the combination of model parallel and data parallel enables practitioners to train large-scale recommender systems in minutes instead of days. 13 MIN READ
Technical Walkthrough 0

Accelerating Recommender Systems Training with NVIDIA Merlin Open Beta

NVIDIA Merlin is an open beta application framework and ecosystem that enables the end-to-end development of recommender systems, from data preprocessing to… 9 MIN READ
Technical Walkthrough 0

Optimizing the Deep Learning Recommendation Model on NVIDIA GPUs

Recommender systems help people find what they’re looking for among an exponentially growing number of options. They are a critical component for driving user… 16 MIN READ