Live coding 12
About these sessions: https://forums.fast.ai/t/live-coding-.... Playlist: • fast.ai live coding & tutorials . Contents:
00:00 - Review of best vision models for fine tuning
10:50 - Learn export file pth format
12:30 - Multi-head deep learning model setup
16:00 - Getting a sense of the error rate
20:00 - Looking inside the model
22:30 - Shape of the model
23:40 - Last layer at the end of the head
26:00 - Changing the last layer
29:00 - Creating a DiseaseAndTypeClassifier subclass
38:00 - Debugging the plumbing of the new subclass
46:00 - Testing the new learner
49:00 - Create a new loss function
52:00 - Getting predictions for two different targets
56:00 - Create new error function
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