Intermediate30 min
Debugging Deep Networks
A systematic checklist: overfit one batch, check shapes and gradients, and read loss curves diagnostically.
Assumes you know
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- debugging
- sanity check
- loss curve
- gradient check