#![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 // Make sure, that we add the None for the default return. ::core::panicking::panic("not implemented") } #[rustc_autodiff(Forward, 1, Dual, Const, Dual)] #[inline(never)] pub fn df1(x: &[f64], bx_0: &[f64], y: f64) -> (f64, f64) { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f1(x, y)); ::core::hint::black_box((bx_0,)); ::core::hint::black_box(<(f64, f64)>::default()) } #[rustc_autodiff] #[inline(never)] pub fn f2(x: &[f64], y: f64) -> f64 { ::core::panicking::panic("not implemented") } #[rustc_autodiff(Forward, 1, Dual, Const, Const)] #[inline(never)] pub fn df2(x: &[f64], bx_0: &[f64], y: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f2(x, y)); ::core::hint::black_box((bx_0,)); ::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(Forward, 1, Dual, Const, Const)] #[inline(never)] pub fn df3(x: &[f64], bx_0: &[f64], y: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f3(x, y)); ::core::hint::black_box((bx_0,)); ::core::hint::black_box(f3(x, y)) } #[rustc_autodiff] #[inline(never)] pub fn f4() {} #[rustc_autodiff(Forward, 1, 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)] pub fn f5(x: &[f64], y: f64) -> f64 { ::core::panicking::panic("not implemented") } #[rustc_autodiff(Forward, 1, Const, Dual, Const)] #[inline(never)] pub fn df5_y(x: &[f64], y: f64, by_0: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f5(x, y)); ::core::hint::black_box((by_0,)); ::core::hint::black_box(f5(x, y)) } #[rustc_autodiff(Forward, 1, Dual, Const, Const)] #[inline(never)] pub fn df5_x(x: &[f64], bx_0: &[f64], y: f64) -> f64 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f5(x, y)); ::core::hint::black_box((bx_0,)); ::core::hint::black_box(f5(x, y)) } #[rustc_autodiff(Reverse, 1, Duplicated, Const, Active)] #[inline(never)] pub fn df5_rev(x: &[f64], dx_0: &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_0, dret)); ::core::hint::black_box(f5(x, y)) } struct DoesNotImplDefault; #[rustc_autodiff] #[inline(never)] pub fn f6() -> DoesNotImplDefault { ::core::panicking::panic("not implemented") } #[rustc_autodiff(Forward, 1, Const)] #[inline(never)] pub fn df6() -> DoesNotImplDefault { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f6()); ::core::hint::black_box(()); ::core::hint::black_box(f6()) } #[rustc_autodiff] #[inline(never)] pub fn f7(x: f32) -> () {} #[rustc_autodiff(Forward, 1, Const, None)] #[inline(never)] pub fn df7(x: f32) -> () { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f7(x)); ::core::hint::black_box(()); } #[no_mangle] #[rustc_autodiff] #[inline(never)] fn f8(x: &f32) -> f32 { ::core::panicking::panic("not implemented") } #[rustc_autodiff(Forward, 4, Dual, Dual)] #[inline(never)] fn f8_3(x: &f32, bx_0: &f32, bx_1: &f32, bx_2: &f32, bx_3: &f32) -> [f32; 5usize] { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f8(x)); ::core::hint::black_box((bx_0, bx_1, bx_2, bx_3)); ::core::hint::black_box(<[f32; 5usize]>::default()) } #[rustc_autodiff(Forward, 4, Dual, DualOnly)] #[inline(never)] fn f8_2(x: &f32, bx_0: &f32, bx_1: &f32, bx_2: &f32, bx_3: &f32) -> [f32; 4usize] { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f8(x)); ::core::hint::black_box((bx_0, bx_1, bx_2, bx_3)); ::core::hint::black_box(<[f32; 4usize]>::default()) } #[rustc_autodiff(Forward, 1, Dual, DualOnly)] #[inline(never)] fn f8_1(x: &f32, bx_0: &f32) -> f32 { unsafe { asm!("NOP", options(pure, nomem)); }; ::core::hint::black_box(f8(x)); ::core::hint::black_box((bx_0,)); ::core::hint::black_box(::default()) } fn main() {}