“Hey,that’snotanODE”:FasterODEAdjointsviaSeminormsPatrickKidger12RickyT.Q.Chen34TerryLyons12AbstractarecomposedsuchthatNeuraldifferentialequationsmaybetrainedz(τ)=1(x,φ),bybackpropagatinggradi...