AI Club: Parallel Machine Learning Model Training, Part 1
When: Sep. 15th, 2025 11:00 am - 12:00 pm
Learning Level: Any
To Know
Where:
NIH Library Training Room, Building 10, Clinical Center, South Entrance
Organizer:
AI Club
Presented By:
Samar Samarjeet (NHLBI)
About this Class
This week we will kick off a four-part workshop series on Parallel Machine Learning Model Training, presented by AIIG co-chair Samar Samarjeet, PhD (NHLBI). Over the course of the workshop, Samar will cover topics on data and model parallelism including pipeline and looping parallelism, profiling, data sharding, using Jax and PyTorch, and specific tools like DeepSpeed and PyTorch-lightning.