[HYBRID] Data Parallelism: How to Train Deep Learning Models on Multiple GPUs (EuroCC)
Wednesday, 4 October 2023 -
08:45
Monday, 2 October 2023
Tuesday, 3 October 2023
Wednesday, 4 October 2023
08:45
Time to join the meeting
08:45 - 09:00
09:00
Introduction
09:00 - 09:30
09:30
Stochastic Gradient Descent
09:30 - 10:00
10:00
Coffee Break
Coffee Break
10:00 - 10:15
10:15
Hands-On: Stochastic Gradient Descent
10:15 - 11:15
11:15
Introduction to Distributed Training
11:15 - 12:00
12:00
Lunch break
Lunch break
12:00 - 13:00
13:00
Introduction to Distributed Training
13:00 - 13:40
13:40
Algorithmic Challenges of Distributed SGD
13:40 - 14:30
14:30
Coffee Break
Coffee Break
14:30 - 14:45
14:45
Hands-On: Algorithmic Challenges of Distributed SGD
14:45 - 15:45
15:45
Wrap up and Q&A
15:45 - 16:00