| //@ compile-flags: -Zautodiff=Enable,NoTT,NoPostopt -C no-prepopulate-passes -C opt-level=3 -Clto=fat |
| //@ no-prefer-dynamic |
| //@ needs-enzyme |
| |
| #![feature(autodiff)] |
| use std::autodiff::*; |
| |
| // Usually we would store the return value of the differentiated function. |
| // However, if the return type is void or an empty struct, |
| // we don't need to store anything. Verify this, since it caused a bug. |
| |
| // CHECK:; void_ret::main |
| // CHECK-NEXT: ; Function Attrs: |
| // CHECK-NEXT: define internal |
| // CHECK-NOT: store {} undef, ptr undef |
| // CHECK: ret void |
| |
| #[autodiff_reverse(bar, Duplicated, Duplicated)] |
| pub fn foo(r: &[f64; 10], res: &mut f64) { |
| let mut output = [0.0; 10]; |
| output[0] = r[0]; |
| output[1] = r[1] * r[2]; |
| output[2] = r[4] * r[5]; |
| output[3] = r[2] * r[6]; |
| output[4] = r[1] * r[7]; |
| output[5] = r[2] * r[8]; |
| output[6] = r[1] * r[9]; |
| output[7] = r[5] * r[6]; |
| output[8] = r[5] * r[7]; |
| output[9] = r[4] * r[8]; |
| *res = output.iter().sum(); |
| } |
| fn main() { |
| let inputs = Box::new([3.1; 10]); |
| let mut d_inputs = Box::new([0.0; 10]); |
| let mut res = Box::new(0.0); |
| let mut d_res = Box::new(1.0); |
| |
| bar(&inputs, &mut d_inputs, &mut res, &mut d_res); |
| dbg!(&d_inputs); |
| } |