#![feature(prelude_import)] #![no_std] //@ needs-enzyme #![feature(autodiff)] #[prelude_import] use ::std::prelude::rust_2015::*; #[macro_use] extern crate std; //@ pretty-mode:expanded //@ pretty-compare-only //@ pp-exact:autodiff_reverse.pp // Test that reverse mode ad macros are expanded correctly. use std::autodiff::autodiff; #[rustc_autodiff] #[inline(never)] pub fn f1(x: &[f64], y: f64) -> f64 { // Not the most interesting derivative, but who are we to judge // What happens if we already have Reverse in type (enum variant decl) and value (enum variant // constructor) namespace? > It's expected to work normally. ::core::panicking::panic("not implemented") } #[rustc_autodiff(Reverse, Duplicated, Const, Active,)] #[inline(never)] pub fn df1(x: &[f64], dx: &mut [f64], y: f64, dret: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f1(x, y)); ::core::hint::black_box((dx, dret)); ::core::hint::black_box(f1(x, y)) } #[rustc_autodiff] #[inline(never)] pub fn f2() {} #[rustc_autodiff(Reverse, None)] #[inline(never)] pub fn df2() { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f2()); ::core::hint::black_box(()); } #[rustc_autodiff] #[inline(never)] pub fn f3(x: &[f64], y: f64) -> f64 { ::core::panicking::panic("not implemented") } #[rustc_autodiff(ReverseFirst, Duplicated, Const, Active,)] #[inline(never)] pub fn df3(x: &[f64], dx: &mut [f64], y: f64, dret: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f3(x, y)); ::core::hint::black_box((dx, dret)); ::core::hint::black_box(f3(x, y)) } enum Foo { Reverse, } use Foo::Reverse; #[rustc_autodiff] #[inline(never)] pub fn f4(x: f32) { ::core::panicking::panic("not implemented") } #[rustc_autodiff(Reverse, Const, None)] #[inline(never)] pub fn df4(x: f32) { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f4(x)); ::core::hint::black_box(()); } #[rustc_autodiff] #[inline(never)] pub fn f5(x: *const f32, y: &f32) { ::core::panicking::panic("not implemented") } #[rustc_autodiff(Reverse, DuplicatedOnly, Duplicated, None)] #[inline(never)] pub unsafe fn df5(x: *const f32, dx: *mut f32, y: &f32, dy: &mut f32) { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f5(x, y)); ::core::hint::black_box((dx, dy)); } fn main() {}