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Building Makemore - Becoming a Backprop Ninja

Building Makemore - Becoming a Backprop Ninja

Andrej Karpathy via YouTube Direct link

exercise 2: cross entropy loss backward pass

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exercise 2: cross entropy loss backward pass

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Building Makemore - Becoming a Backprop Ninja

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  1. 1 intro: why you should care & fun history
  2. 2 starter code
  3. 3 exercise 1: backproping the atomic compute graph
  4. 4 brief digression: bessel’s correction in batchnorm
  5. 5 exercise 2: cross entropy loss backward pass
  6. 6 exercise 3: batch norm layer backward pass
  7. 7 exercise 4: putting it all together
  8. 8 outro

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