File: autodiff_reverse.rs

package info (click to toggle)
rustc 1.85.0%2Bdfsg3-1
  • links: PTS, VCS
  • area: main
  • in suites: experimental, sid, trixie
  • size: 893,396 kB
  • sloc: xml: 158,127; python: 35,830; javascript: 19,497; cpp: 19,002; sh: 17,245; ansic: 13,127; asm: 4,376; makefile: 1,051; perl: 29; lisp: 29; ruby: 19; sql: 11
file content (40 lines) | stat: -rw-r--r-- 954 bytes parent folder | download | duplicates (3)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
//@ needs-enzyme

#![feature(autodiff)]
//@ pretty-mode:expanded
//@ pretty-compare-only
//@ pp-exact:autodiff_reverse.pp

// Test that reverse mode ad macros are expanded correctly.

use std::autodiff::autodiff;

#[autodiff(df1, Reverse, Duplicated, Const, Active)]
pub fn f1(x: &[f64], y: f64) -> f64 {
    unimplemented!()
}

// Not the most interesting derivative, but who are we to judge
#[autodiff(df2, Reverse)]
pub fn f2() {}

#[autodiff(df3, ReverseFirst, Duplicated, Const, Active)]
pub fn f3(x: &[f64], y: f64) -> f64 {
    unimplemented!()
}

enum Foo { Reverse }
use Foo::Reverse;
// What happens if we already have Reverse in type (enum variant decl) and value (enum variant
// constructor) namespace? > It's expected to work normally.
#[autodiff(df4, Reverse, Const)]
pub fn f4(x: f32) {
    unimplemented!()
}

#[autodiff(df5, Reverse, DuplicatedOnly, Duplicated)]
pub fn f5(x: *const f32, y: &f32) {
    unimplemented!()
}

fn main() {}