01:09:21
Advanced Machine Learning 2022 - day 09 Training…
Advanced Machine Learning 2022 - day 09 Training Larger Models
HW1 discussion, the vanishing gradient problem, selecting non-linearities, batch normalization, transfer learning
01:17:33
Advanced Machine Learning 2022 - day 07 Deep…
Advanced Machine Learning 2022 - day 07 Deep Learning on the Supercomputer
OSCER Supercomputer, SLURM, batch files
01:15:00
Advanced Machine Learning 2022 - day 06…
Advanced Machine Learning 2022 - day 06 Implementing DL Experiments
Writing python files that are supercomputer-ready; saving/retrieving experiment state to/from pickle files; command-line execution of experiments
01:20:27
Advanced Machine Learning - Day 6
Python coding for the supercomputer