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use super::*;
pub use std::ops::Sub;
fn chain_subtraction(vi: &Vari) {
let adj = vi.adj();
match (vi.a.clone(), vi.b.clone()) {
(Operand::Vari(ptr), Operand::Data(_)) => {
let avi: &mut Vari = ptr.clone().into();
let avi_adj = avi.adj();
avi.set_adj(avi_adj + adj);
}
(Operand::Data(_), Operand::Vari(ptr)) => {
let bvi: &mut Vari = ptr.clone().into();
let bvi_adj = bvi.adj();
bvi.set_adj(bvi_adj - adj);
}
(Operand::Vari(ap), Operand::Vari(bp)) => {
let avi: &mut Vari = ap.clone().into();
let avi_adj = avi.adj();
let bvi: &mut Vari = bp.clone().into();
let bvi_adj = bvi.adj();
avi.set_adj(avi_adj + adj);
bvi.set_adj(bvi_adj - adj);
}
_ => {}
}
}
binop!(impl Sub, sub
for Var, Real, |x, y| x - y,
for Real, Var, |x, y| x - y,
for Var, Var, |x, y| x - y,
chain Fn = chain_subtraction);
#[cfg(test)]
mod test {
use super::*;
use core::memory::*;
#[test]
fn sub() {
let mut x: Real = 3.6;
let mut y: Real = 3.0;
let stack = Rc::new(RefCell::new(ChainStack::new()));
let vx = var!(stack, x);
let vy = var!(stack, y);
let mut v = &vx - &vy;
v.grad();
assert_eq!(v.val(), x - y);
assert_eq!(vx.adj(), 1.0);
assert_eq!(vy.adj(), -1.0);
v.set_zero_all_adjoints();
y = 8.9;
v = &vx - &y;
v.grad();
assert_eq!(v.val(), x - y);
assert_eq!(vx.adj(), 1.0);
assert_eq!(vy.adj(), 0.0);
v.set_zero_all_adjoints();
x = 83.1;
v = &x - &vy;
v.grad();
assert_eq!(v.val(), x - vy.val());
assert_eq!(vx.adj(), 0.0);
assert_eq!(vy.adj(), -1.0);
}
}