Backprop

Press backward. Watch ∂L hop left.

play

forward green · backward amber · chain rule hops right → left

press backward — each hop multiplies by a local derivative

x w b t L — · ∂L/∂w —

Forward stores values. Backward multiplies local slopes.

Local slope × upstream. Nothing is recomputed.