add new tests for autodiff batching and update old ones
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b7c63a973f
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79e17bc71e
7 changed files with 251 additions and 54 deletions
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@ -25,27 +25,31 @@ pub fn f1(x: &[f64], y: f64) -> f64 {
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// We want to be sure that the same function can be differentiated in different ways
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// Make sure, that we add the None for the default return.
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::core::panicking::panic("not implemented")
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}
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#[rustc_autodiff(Forward, Dual, Const, Dual,)]
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#[rustc_autodiff(Forward, 1, Dual, Const, Dual)]
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#[inline(never)]
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pub fn df1(x: &[f64], bx: &[f64], y: f64) -> (f64, f64) {
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pub fn df1(x: &[f64], bx_0: &[f64], y: f64) -> (f64, f64) {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f1(x, y));
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::core::hint::black_box((bx,));
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::core::hint::black_box((f1(x, y), f64::default()))
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::core::hint::black_box((bx_0,));
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::core::hint::black_box(<(f64, f64)>::default())
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}
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#[rustc_autodiff]
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#[inline(never)]
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pub fn f2(x: &[f64], y: f64) -> f64 {
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::core::panicking::panic("not implemented")
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}
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#[rustc_autodiff(Forward, Dual, Const, Const,)]
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#[rustc_autodiff(Forward, 1, Dual, Const, Const)]
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#[inline(never)]
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pub fn df2(x: &[f64], bx: &[f64], y: f64) -> f64 {
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pub fn df2(x: &[f64], bx_0: &[f64], y: f64) -> f64 {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f2(x, y));
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::core::hint::black_box((bx,));
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::core::hint::black_box((bx_0,));
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::core::hint::black_box(f2(x, y))
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}
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#[rustc_autodiff]
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@ -53,20 +57,20 @@ pub fn df2(x: &[f64], bx: &[f64], y: f64) -> f64 {
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pub fn f3(x: &[f64], y: f64) -> f64 {
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::core::panicking::panic("not implemented")
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}
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#[rustc_autodiff(Forward, Dual, Const, Const,)]
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#[rustc_autodiff(Forward, 1, Dual, Const, Const)]
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#[inline(never)]
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pub fn df3(x: &[f64], bx: &[f64], y: f64) -> f64 {
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pub fn df3(x: &[f64], bx_0: &[f64], y: f64) -> f64 {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f3(x, y));
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::core::hint::black_box((bx,));
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::core::hint::black_box((bx_0,));
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::core::hint::black_box(f3(x, y))
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}
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#[rustc_autodiff]
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#[inline(never)]
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pub fn f4() {}
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#[rustc_autodiff(Forward, None)]
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#[rustc_autodiff(Forward, 1, None)]
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#[inline(never)]
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pub fn df4() {
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pub fn df4() -> () {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f4());
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::core::hint::black_box(());
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@ -76,28 +80,82 @@ pub fn df4() {
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pub fn f5(x: &[f64], y: f64) -> f64 {
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::core::panicking::panic("not implemented")
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}
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#[rustc_autodiff(Forward, Const, Dual, Const,)]
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#[rustc_autodiff(Forward, 1, Const, Dual, Const)]
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#[inline(never)]
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pub fn df5_y(x: &[f64], y: f64, by: f64) -> f64 {
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pub fn df5_y(x: &[f64], y: f64, by_0: f64) -> f64 {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f5(x, y));
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::core::hint::black_box((by,));
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::core::hint::black_box((by_0,));
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::core::hint::black_box(f5(x, y))
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}
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#[rustc_autodiff(Forward, Dual, Const, Const,)]
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#[rustc_autodiff(Forward, 1, Dual, Const, Const)]
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#[inline(never)]
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pub fn df5_x(x: &[f64], bx: &[f64], y: f64) -> f64 {
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pub fn df5_x(x: &[f64], bx_0: &[f64], y: f64) -> f64 {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f5(x, y));
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::core::hint::black_box((bx,));
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::core::hint::black_box((bx_0,));
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::core::hint::black_box(f5(x, y))
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}
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#[rustc_autodiff(Reverse, Duplicated, Const, Active,)]
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#[rustc_autodiff(Reverse, 1, Duplicated, Const, Active)]
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#[inline(never)]
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pub fn df5_rev(x: &[f64], dx: &mut [f64], y: f64, dret: f64) -> f64 {
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pub fn df5_rev(x: &[f64], dx_0: &mut [f64], y: f64, dret: f64) -> f64 {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f5(x, y));
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::core::hint::black_box((dx, dret));
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::core::hint::black_box((dx_0, dret));
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::core::hint::black_box(f5(x, y))
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}
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struct DoesNotImplDefault;
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#[rustc_autodiff]
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#[inline(never)]
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pub fn f6() -> DoesNotImplDefault {
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::core::panicking::panic("not implemented")
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}
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#[rustc_autodiff(Forward, 1, Const)]
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#[inline(never)]
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pub fn df6() -> DoesNotImplDefault {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f6());
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::core::hint::black_box(());
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::core::hint::black_box(f6())
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}
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#[rustc_autodiff]
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#[inline(never)]
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pub fn f7(x: f32) -> () {}
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#[rustc_autodiff(Forward, 1, Const, None)]
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#[inline(never)]
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pub fn df7(x: f32) -> () {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f7(x));
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::core::hint::black_box(());
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}
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#[no_mangle]
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#[rustc_autodiff]
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#[inline(never)]
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fn f8(x: &f32) -> f32 { ::core::panicking::panic("not implemented") }
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#[rustc_autodiff(Forward, 4, Dual, Dual)]
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#[inline(never)]
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fn f8_3(x: &f32, bx_0: &f32, bx_1: &f32, bx_2: &f32, bx_3: &f32)
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-> [f32; 5usize] {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f8(x));
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::core::hint::black_box((bx_0, bx_1, bx_2, bx_3));
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::core::hint::black_box(<[f32; 5usize]>::default())
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}
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#[rustc_autodiff(Forward, 4, Dual, DualOnly)]
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#[inline(never)]
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fn f8_2(x: &f32, bx_0: &f32, bx_1: &f32, bx_2: &f32, bx_3: &f32)
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-> [f32; 4usize] {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f8(x));
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::core::hint::black_box((bx_0, bx_1, bx_2, bx_3));
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::core::hint::black_box(<[f32; 4usize]>::default())
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}
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#[rustc_autodiff(Forward, 1, Dual, DualOnly)]
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#[inline(never)]
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fn f8_1(x: &f32, bx_0: &f32) -> f32 {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f8(x));
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::core::hint::black_box((bx_0,));
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::core::hint::black_box(<f32>::default())
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}
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fn main() {}
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@ -36,4 +36,22 @@ pub fn f5(x: &[f64], y: f64) -> f64 {
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unimplemented!()
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}
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struct DoesNotImplDefault;
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#[autodiff(df6, Forward, Const)]
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pub fn f6() -> DoesNotImplDefault {
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unimplemented!()
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}
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// Make sure, that we add the None for the default return.
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#[autodiff(df7, Forward, Const)]
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pub fn f7(x: f32) -> () {}
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#[autodiff(f8_1, Forward, Dual, DualOnly)]
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#[autodiff(f8_2, Forward, 4, Dual, DualOnly)]
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#[autodiff(f8_3, Forward, 4, Dual, Dual)]
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#[no_mangle]
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fn f8(x: &f32) -> f32 {
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unimplemented!()
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}
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fn main() {}
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@ -28,18 +28,18 @@ pub fn f1(x: &[f64], y: f64) -> f64 {
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::core::panicking::panic("not implemented")
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}
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#[rustc_autodiff(Reverse, Duplicated, Const, Active,)]
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#[rustc_autodiff(Reverse, 1, Duplicated, Const, Active)]
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#[inline(never)]
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pub fn df1(x: &[f64], dx: &mut [f64], y: f64, dret: f64) -> f64 {
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pub fn df1(x: &[f64], dx_0: &mut [f64], y: f64, dret: f64) -> f64 {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f1(x, y));
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::core::hint::black_box((dx, dret));
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::core::hint::black_box((dx_0, dret));
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::core::hint::black_box(f1(x, y))
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}
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#[rustc_autodiff]
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#[inline(never)]
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pub fn f2() {}
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#[rustc_autodiff(Reverse, None)]
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#[rustc_autodiff(Reverse, 1, None)]
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#[inline(never)]
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pub fn df2() {
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unsafe { asm!("NOP", options(pure, nomem)); };
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@ -51,12 +51,12 @@ pub fn df2() {
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pub fn f3(x: &[f64], y: f64) -> f64 {
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::core::panicking::panic("not implemented")
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}
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#[rustc_autodiff(Reverse, Duplicated, Const, Active,)]
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#[rustc_autodiff(Reverse, 1, Duplicated, Const, Active)]
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#[inline(never)]
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pub fn df3(x: &[f64], dx: &mut [f64], y: f64, dret: f64) -> f64 {
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pub fn df3(x: &[f64], dx_0: &mut [f64], y: f64, dret: f64) -> f64 {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f3(x, y));
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::core::hint::black_box((dx, dret));
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::core::hint::black_box((dx_0, dret));
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::core::hint::black_box(f3(x, y))
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}
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enum Foo { Reverse, }
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@ -64,7 +64,7 @@ use Foo::Reverse;
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#[rustc_autodiff]
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#[inline(never)]
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pub fn f4(x: f32) { ::core::panicking::panic("not implemented") }
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#[rustc_autodiff(Reverse, Const, None)]
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#[rustc_autodiff(Reverse, 1, Const, None)]
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#[inline(never)]
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pub fn df4(x: f32) {
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unsafe { asm!("NOP", options(pure, nomem)); };
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@ -76,11 +76,11 @@ pub fn df4(x: f32) {
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pub fn f5(x: *const f32, y: &f32) {
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::core::panicking::panic("not implemented")
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}
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#[rustc_autodiff(Reverse, DuplicatedOnly, Duplicated, None)]
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#[rustc_autodiff(Reverse, 1, DuplicatedOnly, Duplicated, None)]
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#[inline(never)]
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pub unsafe fn df5(x: *const f32, dx: *mut f32, y: &f32, dy: &mut f32) {
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pub unsafe fn df5(x: *const f32, dx_0: *mut f32, y: &f32, dy_0: &mut f32) {
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unsafe { asm!("NOP", options(pure, nomem)); };
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::core::hint::black_box(f5(x, y));
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::core::hint::black_box((dx, dy));
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::core::hint::black_box((dx_0, dy_0));
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}
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fn main() {}
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