add autodiff inline

compiler/rustc_codegen_llvm/src/attributes.rs

@@ -1,5 +1,4 @@
 //! Set and unset common attributes on LLVM values.
-
 use rustc_attr_parsing::{InlineAttr, InstructionSetAttr, OptimizeAttr};
 use rustc_codegen_ssa::traits::*;
 use rustc_hir::def_id::DefId;
@@ -28,6 +27,22 @@ pub(crate) fn apply_to_callsite(callsite: &Value, idx: AttributePlace, attrs: &[
     }
 }
 
+pub(crate) fn has_attr(llfn: &Value, idx: AttributePlace, attr: AttributeKind) -> bool {
+    llvm::HasAttributeAtIndex(llfn, idx, attr)
+}
+
+pub(crate) fn has_string_attr(llfn: &Value, name: &str) -> bool {
+    llvm::HasStringAttribute(llfn, name)
+}
+
+pub(crate) fn remove_from_llfn(llfn: &Value, place: AttributePlace, kind: AttributeKind) {
+    llvm::RemoveRustEnumAttributeAtIndex(llfn, place, kind);
+}
+
+pub(crate) fn remove_string_attr_from_llfn(llfn: &Value, name: &str) {
+    llvm::RemoveStringAttrFromFn(llfn, name);
+}
+
 /// Get LLVM attribute for the provided inline heuristic.
 #[inline]
 fn inline_attr<'ll>(cx: &CodegenCx<'ll, '_>, inline: InlineAttr) -> Option<&'ll Attribute> {

compiler/rustc_codegen_llvm/src/back/lto.rs

@@ -28,8 +28,9 @@ use crate::back::write::{
 use crate::errors::{
     DynamicLinkingWithLTO, LlvmError, LtoBitcodeFromRlib, LtoDisallowed, LtoDylib, LtoProcMacro,
 };
+use crate::llvm::AttributePlace::Function;
 use crate::llvm::{self, build_string};
-use crate::{LlvmCodegenBackend, ModuleLlvm};
+use crate::{LlvmCodegenBackend, ModuleLlvm, SimpleCx, attributes};
 
 /// We keep track of the computed LTO cache keys from the previous
 /// session to determine which CGUs we can reuse.
@@ -666,6 +667,31 @@ pub(crate) fn run_pass_manager(
     }
 
     if cfg!(llvm_enzyme) && enable_ad && !thin {
+        let cx =
+            SimpleCx::new(module.module_llvm.llmod(), &module.module_llvm.llcx, cgcx.pointer_size);
+
+        for function in cx.get_functions() {
+            let enzyme_marker = "enzyme_marker";
+            if attributes::has_string_attr(function, enzyme_marker) {
+                // Sanity check: Ensure 'noinline' is present before replacing it.
+                assert!(
+                    !attributes::has_attr(function, Function, llvm::AttributeKind::NoInline),
+                    "Expected __enzyme function to have 'noinline' before adding 'alwaysinline'"
+                );
+
+                attributes::remove_from_llfn(function, Function, llvm::AttributeKind::NoInline);
+                attributes::remove_string_attr_from_llfn(function, enzyme_marker);
+
+                assert!(
+                    !attributes::has_string_attr(function, enzyme_marker),
+                    "Expected function to not have 'enzyme_marker'"
+                );
+
+                let always_inline = llvm::AttributeKind::AlwaysInline.create_attr(cx.llcx);
+                attributes::apply_to_llfn(function, Function, &[always_inline]);
+            }
+        }
+
         let opt_stage = llvm::OptStage::FatLTO;
         let stage = write::AutodiffStage::PostAD;
         if !config.autodiff.contains(&config::AutoDiff::NoPostopt) {

compiler/rustc_codegen_llvm/src/builder/autodiff.rs

@@ -361,6 +361,11 @@ fn generate_enzyme_call<'ll>(
         let attr = llvm::AttributeKind::NoInline.create_attr(cx.llcx);
         attributes::apply_to_llfn(ad_fn, Function, &[attr]);
 
+        // We add a made-up attribute just such that we can recognize it after AD to update
+        // (no)-inline attributes. We'll then also remove this attribute.
+        let enzyme_marker_attr = llvm::CreateAttrString(cx.llcx, "enzyme_marker");
+        attributes::apply_to_llfn(outer_fn, Function, &[enzyme_marker_attr]);
+
         // first, remove all calls from fnc
         let entry = llvm::LLVMGetFirstBasicBlock(outer_fn);
         let br = llvm::LLVMRustGetTerminator(entry);

compiler/rustc_codegen_llvm/src/context.rs

@@ -698,6 +698,16 @@ impl<'ll, CX: Borrow<SCx<'ll>>> GenericCx<'ll, CX> {
             llvm::LLVMMDStringInContext2(self.llcx(), name.as_ptr() as *const c_char, name.len())
         })
     }
+
+    pub(crate) fn get_functions(&self) -> Vec<&'ll Value> {
+        let mut functions = vec![];
+        let mut func = unsafe { llvm::LLVMGetFirstFunction(self.llmod()) };
+        while let Some(f) = func {
+            functions.push(f);
+            func = unsafe { llvm::LLVMGetNextFunction(f) }
+        }
+        functions
+    }
 }
 
 impl<'ll, 'tcx> MiscCodegenMethods<'tcx> for CodegenCx<'ll, 'tcx> {

compiler/rustc_codegen_llvm/src/llvm/enzyme_ffi.rs

@@ -19,6 +19,19 @@ unsafe extern "C" {
     pub(crate) fn LLVMRustVerifyFunction(V: &Value, action: LLVMRustVerifierFailureAction) -> Bool;
     pub(crate) fn LLVMRustHasAttributeAtIndex(V: &Value, i: c_uint, Kind: AttributeKind) -> bool;
     pub(crate) fn LLVMRustGetArrayNumElements(Ty: &Type) -> u64;
+    pub(crate) fn LLVMRustHasFnAttribute(
+        F: &Value,
+        Name: *const c_char,
+        NameLen: libc::size_t,
+    ) -> bool;
+    pub(crate) fn LLVMRustRemoveFnAttribute(F: &Value, Name: *const c_char, NameLen: libc::size_t);
+    pub(crate) fn LLVMGetFirstFunction(M: &Module) -> Option<&Value>;
+    pub(crate) fn LLVMGetNextFunction(Fn: &Value) -> Option<&Value>;
+    pub(crate) fn LLVMRustRemoveEnumAttributeAtIndex(
+        Fn: &Value,
+        index: c_uint,
+        kind: AttributeKind,
+    );
 }
 
 unsafe extern "C" {

compiler/rustc_codegen_llvm/src/llvm/mod.rs

@@ -41,6 +41,32 @@ pub(crate) fn AddFunctionAttributes<'ll>(
     }
 }
 
+pub(crate) fn HasAttributeAtIndex<'ll>(
+    llfn: &'ll Value,
+    idx: AttributePlace,
+    kind: AttributeKind,
+) -> bool {
+    unsafe { LLVMRustHasAttributeAtIndex(llfn, idx.as_uint(), kind) }
+}
+
+pub(crate) fn HasStringAttribute<'ll>(llfn: &'ll Value, name: &str) -> bool {
+    unsafe { LLVMRustHasFnAttribute(llfn, name.as_c_char_ptr(), name.len()) }
+}
+
+pub(crate) fn RemoveStringAttrFromFn<'ll>(llfn: &'ll Value, name: &str) {
+    unsafe { LLVMRustRemoveFnAttribute(llfn, name.as_c_char_ptr(), name.len()) }
+}
+
+pub(crate) fn RemoveRustEnumAttributeAtIndex(
+    llfn: &Value,
+    place: AttributePlace,
+    kind: AttributeKind,
+) {
+    unsafe {
+        LLVMRustRemoveEnumAttributeAtIndex(llfn, place.as_uint(), kind);
+    }
+}
+
 pub(crate) fn AddCallSiteAttributes<'ll>(
     callsite: &'ll Value,
     idx: AttributePlace,

compiler/rustc_codegen_llvm/src/type_.rs

@@ -128,6 +128,10 @@ impl<'ll, CX: Borrow<SCx<'ll>>> GenericCx<'ll, CX> {
         (**self).borrow().llcx
     }
 
+    pub(crate) fn llmod(&self) -> &'ll llvm::Module {
+        (**self).borrow().llmod
+    }
+
     pub(crate) fn isize_ty(&self) -> &'ll Type {
         (**self).borrow().isize_ty
     }

compiler/rustc_llvm/llvm-wrapper/RustWrapper.cpp

@@ -973,6 +973,27 @@ extern "C" LLVMMetadataRef LLVMRustDIGetInstMetadata(LLVMValueRef x) {
   return nullptr;
 }
 
+extern "C" void
+LLVMRustRemoveEnumAttributeAtIndex(LLVMValueRef F, size_t index,
+                                   LLVMRustAttributeKind RustAttr) {
+  LLVMRemoveEnumAttributeAtIndex(F, index, fromRust(RustAttr));
+}
+
+extern "C" bool LLVMRustHasFnAttribute(LLVMValueRef F, const char *Name,
+                                       size_t NameLen) {
+  if (auto *Fn = dyn_cast<Function>(unwrap<Value>(F))) {
+    return Fn->hasFnAttribute(StringRef(Name, NameLen));
+  }
+  return false;
+}
+
+extern "C" void LLVMRustRemoveFnAttribute(LLVMValueRef Fn, const char *Name,
+                                          size_t NameLen) {
+  if (auto *F = dyn_cast<Function>(unwrap<Value>(Fn))) {
+    F->removeFnAttr(StringRef(Name, NameLen));
+  }
+}
+
 extern "C" void LLVMRustGlobalAddMetadata(LLVMValueRef Global, unsigned Kind,
                                           LLVMMetadataRef MD) {
   unwrap<GlobalObject>(Global)->addMetadata(Kind, *unwrap<MDNode>(MD));

tests/codegen/autodiff/inline.rs

@@ -0,0 +1,23 @@
+//@ compile-flags: -Zautodiff=Enable -C opt-level=3  -Clto=fat -Zautodiff=NoPostopt
+//@ no-prefer-dynamic
+//@ needs-enzyme
+
+#![feature(autodiff)]
+
+use std::autodiff::autodiff;
+
+#[autodiff(d_square, Reverse, Duplicated, Active)]
+fn square(x: &f64) -> f64 {
+    x * x
+}
+
+// CHECK: ; inline::d_square
+// CHECK-NEXT: ; Function Attrs: alwaysinline
+// CHECK-NOT: noinline
+// CHECK-NEXT: define internal fastcc void @_ZN6inline8d_square17h021c74e92c259cdeE
+fn main() {
+    let x = std::hint::black_box(3.0);
+    let mut dx1 = std::hint::black_box(1.0);
+    let _ = d_square(&x, &mut dx1, 1.0);
+    assert_eq!(dx1, 6.0);
+}