Omri BarinTheator TechConsolidating AI Performance Measurement in ProductionEmbracing a Single Holistic MetricMar 3Mar 3
Omri BarinTowards Data ScienceHow to convert a PyTorch DataParallel project to use DistributedDataParallelMay 25, 20211May 25, 20211
Omri BarinPyTorchHow theator Built a Continuous Training Framework To Scale up Its Surgical Intelligence PlatformTheator is re-imagining surgery with a Surgical Intelligence platform that leverages advanced AI, boosting surgeons’ overall performanceDec 17, 2020Dec 17, 2020
Omri BarinTowards Data ScienceTo Publish, or Not to PublishShould [medical] companies publish and share their research in scientific publications and conferences on a regular basisFeb 23, 20201Feb 23, 20201
Omri BarinTowards Data ScienceUnbalanced data loading for multi-task learning in PyTorchWorking on multi-task learning (MTL) problems require unique training setup, mainly in terms of data handling, model architecture, and…Jan 7, 20202Jan 7, 20202
Omri BarinTowards Data ScienceA lesson buying a multi GPU systemWhat I learned looking for an on-premise multi GPU system for deep learning experimentsJun 20, 20191Jun 20, 20191
Omri BarinTowards Data ScienceWhere did I put my loss values?How to add metrics and key-values generated while training a deep learning model in PyTorch to your checkpoints.May 31, 2019May 31, 2019