//@ compile-flags: -Zautodiff=Enable -C opt-level=3 -Clto=fat //@ no-prefer-dynamic //@ needs-enzyme // This test is almost identical to the scalar.rs one, // but we intentionally add a few more floats. // `df` would ret `{ f64, f32, f32 }`, but is lowered as an sret. // We therefore use this test to verify some of our sret handling. #![feature(autodiff)] use std::autodiff::autodiff; #[no_mangle] #[autodiff(df, Reverse, Active, Active, Active)] fn primal(x: f32, y: f32) -> f64 { (x * x * y) as f64 } // CHECK:define internal fastcc void @_ZN4sret2df17h93be4316dd8ea006E(ptr dead_on_unwind noalias nocapture noundef nonnull writable writeonly align 8 dereferenceable(16) initializes((0, 16)) %_0, float noundef %x, float noundef %y) // CHECK-NEXT:start: // CHECK-NEXT: %0 = tail call fastcc { double, float, float } @diffeprimal(float %x, float %y) // CHECK-NEXT: %.elt = extractvalue { double, float, float } %0, 0 // CHECK-NEXT: store double %.elt, ptr %_0, align 8 // CHECK-NEXT: %_0.repack1 = getelementptr inbounds nuw i8, ptr %_0, i64 8 // CHECK-NEXT: %.elt2 = extractvalue { double, float, float } %0, 1 // CHECK-NEXT: store float %.elt2, ptr %_0.repack1, align 8 // CHECK-NEXT: %_0.repack3 = getelementptr inbounds nuw i8, ptr %_0, i64 12 // CHECK-NEXT: %.elt4 = extractvalue { double, float, float } %0, 2 // CHECK-NEXT: store float %.elt4, ptr %_0.repack3, align 4 // CHECK-NEXT: ret void // CHECK-NEXT:} fn main() { let x = std::hint::black_box(3.0); let y = std::hint::black_box(2.5); let scalar = std::hint::black_box(1.0); let (r1, r2, r3) = df(x, y, scalar); // 3*3*1.5 = 22.5 assert_eq!(r1, 22.5); // 2*x*y = 2*3*2.5 = 15.0 assert_eq!(r2, 15.0); // x*x*1 = 3*3 = 9 assert_eq!(r3, 9.0); }