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01:09:21 Advanced Machine Learning 2022 - day 09 Training… Advanced Machine Learning 2022 - day 09 Training Larger Models	Advanced Machine Learning 2022 - day 09 Training Larger Models HW1 discussion, the vanishing gradient problem, selecting non-linearities, batch normalization, transfer learning homework training function lot model things batch bit question layer supercomputer thing normalization loss practice parameters distribution problem output metrics From Andrew Fagg 0 likes 2 plays 0
01:17:33 Advanced Machine Learning 2022 - day 07 Deep… Advanced Machine Learning 2022 - day 07 Deep Learning on the Supercomputer	Advanced Machine Learning 2022 - day 07 Deep Learning on the Supercomputer OSCER Supercomputer, SLURM, batch files directory things job batch files experiment bit experiments questions supercomputer dot machine error jobs gpu environment node sh compute lots From Andrew Fagg 0 likes 4 plays 0
01:15:00 Advanced Machine Learning 2022 - day 06… Advanced Machine Learning 2022 - day 06 Implementing DL Experiments	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 things training point bit experiments experiment process function arguments questions epochs validation command supercomputer string directory base files history dataset From Andrew Fagg 0 likes 16 plays 0
01:20:27 Advanced Machine Learning - Day 6 Advanced Machine Learning - Day 6	Advanced Machine Learning - Day 6 Python coding for the supercomputer arguments things function files command questions experiment bit job directory jupyter history exp object process supercomputer epochs batch model thing From Andrew Fagg 0 likes 67 plays 0