Add test for autodiff abi handling

Author: Sa4dUs

tests/codegen-llvm/autodiff/abi_handling.rs

@@ -0,0 +1,210 @@
+//@ revisions: debug release
+
+//@[debug] compile-flags: -Zautodiff=Enable -C opt-level=0 -Clto=fat
+//@[release] compile-flags: -Zautodiff=Enable -C opt-level=3 -Clto=fat
+//@ no-prefer-dynamic
+//@ needs-enzyme
+
+// This test checks that Rust types are lowered to LLVM-IR types in a way
+// we expect and Enzyme can handle. We explicitly check release mode to
+// ensure that LLVM's O3 pipeline doesn't rewrite function signatures
+// into forms that Enzyme can't process correctly.
+
+#![feature(autodiff)]
+
+use std::autodiff::{autodiff_forward, autodiff_reverse};
+
+#[derive(Copy, Clone)]
+struct Input {
+    x: f32,
+    y: f32,
+}
+
+#[derive(Copy, Clone)]
+struct Wrapper {
+    z: f32,
+}
+
+#[derive(Copy, Clone)]
+struct NestedInput {
+    x: f32,
+    y: Wrapper,
+}
+
+fn square(x: f32) -> f32 {
+    x * x
+}
+
+// CHECK-LABEL: ; abi_handling::df1
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal { float, float }
+// debug-SAME: (ptr align 4 %x, ptr align 4 %bx_0)
+// release-NEXT: define internal fastcc float
+// release-SAME: (float %x.0.val, float %x.4.val)
+
+// CHECK-LABEL: ; abi_handling::f1
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal float
+// debug-SAME: (ptr align 4 %x)
+// release-NEXT: define internal fastcc noundef float
+// release-SAME: (float %x.0.val, float %x.4.val)
+#[autodiff_forward(df1, Dual, Dual)]
+#[inline(never)]
+fn f1(x: &[f32; 2]) -> f32 {
+    x[0] + x[1]
+}
+
+// CHECK-LABEL: ; abi_handling::df2
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal { float, float }
+// debug-SAME: (ptr %f, float %x, float %dret)
+// release-NEXT: define internal fastcc float
+// release-SAME: (float noundef %x)
+
+// CHECK-LABEL: ; abi_handling::f2
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal float
+// debug-SAME: (ptr %f, float %x)
+// release-NEXT: define internal fastcc noundef float
+// release-SAME: (float noundef %x)
+#[autodiff_reverse(df2, Const, Active, Active)]
+#[inline(never)]
+fn f2(f: fn(f32) -> f32, x: f32) -> f32 {
+    f(x)
+}
+
+// CHECK-LABEL: ; abi_handling::df3
+// CHECK-NEXT: Function Attrs
+// debug: define internal { float, float }
+// debug-SAME: (ptr align 4 %x, ptr align 4 %bx_0, ptr align 4 %y, ptr align 4 %by_0)
+// release-NEXT: define internal fastcc { float, float }
+// release-SAME: (float %x.0.val)
+
+// CHECK-LABEL: ; abi_handling::f3
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal float
+// debug-SAME: (ptr align 4 %x, ptr align 4 %y)
+// release-NEXT: define internal fastcc noundef float
+// release-SAME: (float %x.0.val)
+#[autodiff_forward(df3, Dual, Dual, Dual)]
+#[inline(never)]
+fn f3<'a>(x: &'a f32, y: &'a f32) -> f32 {
+    *x * *y
+}
+
+// CHECK-LABEL: ; abi_handling::df4
+// CHECK-NEXT: Function Attrs
+// debug: define internal { float, float }
+// debug-SAME: (float %x.0, float %x.1, float %bx_0.0, float %bx_0.1)
+// release-NEXT: define internal fastcc { float, float }
+// release-SAME: (float noundef %x.0, float noundef %x.1)
+
+// CHECK-LABEL: ; abi_handling::f4
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal float
+// debug-SAME: (float %x.0, float %x.1)
+// release-NEXT: define internal fastcc noundef float
+// release-SAME: (float noundef %x.0, float noundef %x.1)
+#[autodiff_forward(df4, Dual, Dual)]
+#[inline(never)]
+fn f4(x: (f32, f32)) -> f32 {
+    x.0 * x.1
+}
+
+// CHECK-LABEL: ; abi_handling::df5
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal { float, float }
+// debug-SAME: (float %i.0, float %i.1, float %bi_0.0, float %bi_0.1)
+// release-NEXT: define internal fastcc { float, float }
+// release-SAME: (float noundef %i.0, float noundef %i.1)
+
+// CHECK-LABEL: ; abi_handling::f5
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal float
+// debug-SAME: (float %i.0, float %i.1)
+// release-NEXT: define internal fastcc noundef float
+// release-SAME: (float noundef %i.0, float noundef %i.1)
+#[autodiff_forward(df5, Dual, Dual)]
+#[inline(never)]
+fn f5(i: Input) -> f32 {
+    i.x + i.y
+}
+
+// CHECK-LABEL: ; abi_handling::df6
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal { float, float }
+// debug-SAME: (float %i.0, float %i.1, float %bi_0.0, float %bi_0.1)
+// release-NEXT: define internal fastcc { float, float }
+// release-SAME: float noundef %i.0, float noundef %i.1
+// release-SAME: float noundef %bi_0.0, float noundef %bi_0.1
+
+// CHECK-LABEL: ; abi_handling::f6
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal float
+// debug-SAME: (float %i.0, float %i.1)
+// release-NEXT: define internal fastcc noundef float
+// release-SAME: (float noundef %i.0, float noundef %i.1)
+#[autodiff_forward(df6, Dual, Dual)]
+#[inline(never)]
+fn f6(i: NestedInput) -> f32 {
+    i.x + i.y.z * i.y.z
+}
+
+// CHECK-LABEL: ; abi_handling::df7
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal { float, float }
+// debug-SAME: (ptr align 4 %x.0, ptr align 4 %x.1, ptr align 4 %bx_0.0, ptr align 4 %bx_0.1)
+// release-NEXT: define internal fastcc { float, float }
+// release-SAME: (float %x.0.0.val, float %x.1.0.val)
+
+// CHECK-LABEL: ; abi_handling::f7
+// CHECK-NEXT: Function Attrs
+// debug-NEXT: define internal float
+// debug-SAME: (ptr align 4 %x.0, ptr align 4 %x.1)
+// release-NEXT: define internal fastcc noundef float
+// release-SAME: (float %x.0.0.val, float %x.1.0.val)
+#[autodiff_forward(df7, Dual, Dual)]
+#[inline(never)]
+fn f7(x: (&f32, &f32)) -> f32 {
+    x.0 * x.1
+}
+
+fn main() {
+    let x = std::hint::black_box(2.0);
+    let y = std::hint::black_box(3.0);
+    let z = std::hint::black_box(4.0);
+    static Y: f32 = std::hint::black_box(3.2);
+
+    let in_f1 = [x, y];
+    dbg!(f1(&in_f1));
+    let res_f1 = df1(&in_f1, &[1.0, 0.0]);
+    dbg!(res_f1);
+
+    dbg!(f2(square, x));
+    let res_f2 = df2(square, x, 1.0);
+    dbg!(res_f2);
+
+    dbg!(f3(&x, &Y));
+    let res_f3 = df3(&x, &Y, &1.0, &0.0);
+    dbg!(res_f3);
+
+    let in_f4 = (x, y);
+    dbg!(f4(in_f4));
+    let res_f4 = df4(in_f4, (1.0, 0.0));
+    dbg!(res_f4);
+
+    let in_f5 = Input { x, y };
+    dbg!(f5(in_f5));
+    let res_f5 = df5(in_f5, Input { x: 1.0, y: 0.0 });
+    dbg!(res_f5);
+
+    let in_f6 = NestedInput { x, y: Wrapper { z: y } };
+    dbg!(f6(in_f6));
+    let res_f6 = df6(in_f6, NestedInput { x, y: Wrapper { z } });
+    dbg!(res_f6);
+
+    let in_f7 = (&x, &y);
+    dbg!(f7(in_f7));
+    let res_f7 = df7(in_f7, (&1.0, &0.0));
+    dbg!(res_f7);
+}