#![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_forward.pp // Test that forward 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 // We want to be sure that the same function can be differentiated in different ways ::core::panicking::panic("not implemented") } #[rustc_autodiff(Forward, Dual, Const, Dual,)] #[inline(never)] pub fn df1(x: &[f64], bx: &[f64], y: f64) -> (f64, f64) { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f1(x, y)); ::core::hint::black_box((bx,)); ::core::hint::black_box((f1(x, y), f64::default())) } #[rustc_autodiff] #[inline(never)] pub fn f2(x: &[f64], y: f64) -> f64 { ::core::panicking::panic("not implemented") } #[rustc_autodiff(Forward, Dual, Const, Const,)] #[inline(never)] pub fn df2(x: &[f64], bx: &[f64], y: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f2(x, y)); ::core::hint::black_box((bx,)); ::core::hint::black_box(f2(x, y)) } #[rustc_autodiff] #[inline(never)] pub fn f3(x: &[f64], y: f64) -> f64 { ::core::panicking::panic("not implemented") } #[rustc_autodiff(ForwardFirst, Dual, Const, Const,)] #[inline(never)] pub fn df3(x: &[f64], bx: &[f64], y: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f3(x, y)); ::core::hint::black_box((bx,)); ::core::hint::black_box(f3(x, y)) } #[rustc_autodiff] #[inline(never)] pub fn f4() {} #[rustc_autodiff(Forward, None)] #[inline(never)] pub fn df4() { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f4()); ::core::hint::black_box(()); } #[rustc_autodiff] #[inline(never)] #[rustc_autodiff] #[inline(never)] #[rustc_autodiff] #[inline(never)] pub fn f5(x: &[f64], y: f64) -> f64 { ::core::panicking::panic("not implemented") } #[rustc_autodiff(Forward, Const, Dual, Const,)] #[inline(never)] pub fn df5_y(x: &[f64], y: f64, by: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f5(x, y)); ::core::hint::black_box((by,)); ::core::hint::black_box(f5(x, y)) } #[rustc_autodiff(Forward, Dual, Const, Const,)] #[inline(never)] pub fn df5_x(x: &[f64], bx: &[f64], y: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f5(x, y)); ::core::hint::black_box((bx,)); ::core::hint::black_box(f5(x, y)) } #[rustc_autodiff(Reverse, Duplicated, Const, Active,)] #[inline(never)] pub fn df5_rev(x: &[f64], dx: &mut [f64], y: f64, dret: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f5(x, y)); ::core::hint::black_box((dx, dret)); ::core::hint::black_box(f5(x, y)) } fn main() {}