AdamW Optimizer from Scratch in Python

AdamW Optimizer from Scratch in Python

Yacine Mahdid via YouTube Direct link

- AdamW formula breakdown: 6:19

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- AdamW formula breakdown: 6:19

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AdamW Optimizer from Scratch in Python

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  1. 1 - Introduction: 0:00
  2. 2 - Where does AdamW fit?: 2:30
  3. 3 - What type of regularization does AdamW apply?: 3:25
  4. 4 - Why Adam with L2 sucked?: 4:49
  5. 5 - Isn't L2 and Weight Decay the same?: 5:48
  6. 6 - AdamW formula breakdown: 6:19
  7. 7 - AdamW code implementation lol: 14:32
  8. 8 - AdamW Recap: 19:34

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