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xuchen-ethz avatar xuchen-ethz commented on August 9, 2024

Hi @songwoh,

equation 13 is derived by taking the derivative of equation 12 wrt network weights sigma.

The derivative of the first term in 12, d_sigma(x, B), is the two terms on the left-hand side in 13 (total derivative + chain rule). And hence the plus sign in 13 (total derivative).

The derivative of the second term in 12, x', is 0, because x' is the query input and is independent of network weights.

I hope this helps. Let me know if something is still not clear.

from snarf.

songwoh avatar songwoh commented on August 9, 2024

Thank you for clearing this up for me! Now it makes sense.

from snarf.

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