Building a GPTLesson 3 of 11

Keeping the signal: residuals and layer norm

Add each update to the stream instead of replacing it, then rescale to mean 0 and variance 1. [2, 4, 6, 8] becomes ±1.34 and ±0.45.

Locked

Unlock the rest of Deep Learning: from one neuron to a transformer.

  • Every lesson, every resource, unlocked instantly.
  • Track progress and pick up where you left off.
  • Free preview lessons stay readable from the outline.

From

BDT 0

Enrol now