Omri BarinTheator TechConsolidating AI Performance Measurement in ProductionEmbracing a Single Holistic Metric8 min read·Mar 3, 2024----
Omri BarinTowards Data ScienceHow to convert a PyTorch DataParallel project to use DistributedDataParallel7 min read·May 25, 2021--1--1
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 performance7 min read·Dec 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 basis8 min read·Feb 23, 2020--1--1
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…5 min read·Jan 7, 2020--2--2
Omri BarinTowards Data ScienceA lesson buying a multi GPU systemWhat I learned looking for an on-premise multi GPU system for deep learning experiments3 min read·Jun 20, 2019--1--1
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.3 min read·May 31, 2019----