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use super::*;
fn chain_pow(vi: &Vari) {
let val = vi.val();
let adj = vi.adj();
match (vi.a.clone(), vi.b.clone()) {
(Operand::Vari(ptr), Operand::Data(bd)) => {
let avi: &mut Vari = ptr.clone().into();
let avi_val = avi.val();
let avi_adj = avi.adj();
avi.set_adj(avi_adj + adj * bd * val / avi_val);
}
(Operand::Data(ad), Operand::Vari(ptr)) => {
let bvi: &mut Vari = ptr.clone().into();
let bvi_adj = bvi.adj();
bvi.set_adj(bvi_adj + adj * val * ad.ln());
}
(Operand::Vari(ap), Operand::Vari(bp)) => {
let avi: &mut Vari = ap.clone().into();
let avi_val = avi.val();
let avi_adj = avi.adj();
let bvi: &mut Vari = bp.clone().into();
let bvi_val = bvi.val();
let bvi_adj = bvi.adj();
avi.set_adj(avi_adj + adj * bvi_val * val / avi_val);
bvi.set_adj(bvi_adj + adj * val * avi_val.ln());
}
_ => {}
}
}
pub trait OpPow<Other> {
type Output;
fn pow(self, other: Other) -> Self::Output;
}
pub fn pow<S, T: OpPow<S>>(a: T, b: S) -> <T as OpPow<S>>::Output {
OpPow::pow(a, b)
}
binop!(impl OpPow, pow
for Var, Real, |x: Real, y: Real| x.powf(y),
for Real, Var, |x: Real, y: Real| x.powf(y),
for Var, Var, |x: Real, y: Real| x.powf(y),
chain Fn = chain_pow);
#[cfg(test)]
mod test {
use super::*;
use core::memory::*;
#[test]
fn add() {
let x: Real = 3.6;
let y: Real = 3.0;
let stack = Rc::new(RefCell::new(ChainStack::new()));
let vx = var!(stack, x);
let vy = var!(stack, y);
let v = pow(&vx, &vy);
v.grad();
assert_eq!(v.val(), x.clone().powf(y.clone()));
assert_eq!(vx.adj(), y * x.powf(y - 1.0));
assert_eq!(vy.adj(), x.powf(y) * x.ln());
}
}